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ue"
   Name=3D"Table Columns 3"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Columns 4"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Columns 5"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Grid 1"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Grid 2"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Grid 3"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Grid 4"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Grid 5"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Grid 6"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Grid 7"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Grid 8"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 1"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 2"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 3"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 4"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 5"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 6"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 7"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table List 8"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table 3D effects 1"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table 3D effects 2"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table 3D effects 3"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Contemporary"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Elegant"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Professional"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Subtle 1"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Subtle 2"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Web 1"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Web 2"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Web 3"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Balloon Text"/>
  <w:LsdException Locked=3D"false" Priority=3D"59" Name=3D"Table Grid"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" UnhideWhenUsed=3D"tr=
ue"
   Name=3D"Table Theme"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" Name=3D"Placeholder =
Text"/>
  <w:LsdException Locked=3D"false" Priority=3D"1" QFormat=3D"true" Name=3D"=
No Spacing"/>
  <w:LsdException Locked=3D"false" Priority=3D"60" Name=3D"Light Shading"/>
  <w:LsdException Locked=3D"false" Priority=3D"61" Name=3D"Light List"/>
  <w:LsdException Locked=3D"false" Priority=3D"62" Name=3D"Light Grid"/>
  <w:LsdException Locked=3D"false" Priority=3D"63" Name=3D"Medium Shading 1=
"/>
  <w:LsdException Locked=3D"false" Priority=3D"64" Name=3D"Medium Shading 2=
"/>
  <w:LsdException Locked=3D"false" Priority=3D"65" Name=3D"Medium List 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"66" Name=3D"Medium List 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"67" Name=3D"Medium Grid 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"68" Name=3D"Medium Grid 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"69" Name=3D"Medium Grid 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"70" Name=3D"Dark List"/>
  <w:LsdException Locked=3D"false" Priority=3D"71" Name=3D"Colorful Shading=
"/>
  <w:LsdException Locked=3D"false" Priority=3D"72" Name=3D"Colorful List"/>
  <w:LsdException Locked=3D"false" Priority=3D"73" Name=3D"Colorful Grid"/>
  <w:LsdException Locked=3D"false" Priority=3D"60" Name=3D"Light Shading Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"61" Name=3D"Light List Accen=
t 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"62" Name=3D"Light Grid Accen=
t 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"63" Name=3D"Medium Shading 1=
 Accent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"64" Name=3D"Medium Shading 2=
 Accent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"65" Name=3D"Medium List 1 Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" SemiHidden=3D"true" Name=3D"Revision"/>
  <w:LsdException Locked=3D"false" Priority=3D"34" QFormat=3D"true"
   Name=3D"List Paragraph"/>
  <w:LsdException Locked=3D"false" Priority=3D"29" QFormat=3D"true" Name=3D=
"Quote"/>
  <w:LsdException Locked=3D"false" Priority=3D"30" QFormat=3D"true"
   Name=3D"Intense Quote"/>
  <w:LsdException Locked=3D"false" Priority=3D"66" Name=3D"Medium List 2 Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"67" Name=3D"Medium Grid 1 Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"68" Name=3D"Medium Grid 2 Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"69" Name=3D"Medium Grid 3 Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"70" Name=3D"Dark List Accent=
 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"71" Name=3D"Colorful Shading=
 Accent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"72" Name=3D"Colorful List Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"73" Name=3D"Colorful Grid Ac=
cent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"60" Name=3D"Light Shading Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"61" Name=3D"Light List Accen=
t 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"62" Name=3D"Light Grid Accen=
t 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"63" Name=3D"Medium Shading 1=
 Accent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"64" Name=3D"Medium Shading 2=
 Accent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"65" Name=3D"Medium List 1 Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"66" Name=3D"Medium List 2 Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"67" Name=3D"Medium Grid 1 Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"68" Name=3D"Medium Grid 2 Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"69" Name=3D"Medium Grid 3 Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"70" Name=3D"Dark List Accent=
 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"71" Name=3D"Colorful Shading=
 Accent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"72" Name=3D"Colorful List Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"73" Name=3D"Colorful Grid Ac=
cent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"60" Name=3D"Light Shading Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"61" Name=3D"Light List Accen=
t 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"62" Name=3D"Light Grid Accen=
t 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"63" Name=3D"Medium Shading 1=
 Accent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"64" Name=3D"Medium Shading 2=
 Accent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"65" Name=3D"Medium List 1 Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"66" Name=3D"Medium List 2 Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"67" Name=3D"Medium Grid 1 Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"68" Name=3D"Medium Grid 2 Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"69" Name=3D"Medium Grid 3 Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"70" Name=3D"Dark List Accent=
 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"71" Name=3D"Colorful Shading=
 Accent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"72" Name=3D"Colorful List Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"73" Name=3D"Colorful Grid Ac=
cent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"60" Name=3D"Light Shading Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"61" Name=3D"Light List Accen=
t 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"62" Name=3D"Light Grid Accen=
t 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"63" Name=3D"Medium Shading 1=
 Accent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"64" Name=3D"Medium Shading 2=
 Accent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"65" Name=3D"Medium List 1 Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"66" Name=3D"Medium List 2 Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"67" Name=3D"Medium Grid 1 Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"68" Name=3D"Medium Grid 2 Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"69" Name=3D"Medium Grid 3 Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"70" Name=3D"Dark List Accent=
 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"71" Name=3D"Colorful Shading=
 Accent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"72" Name=3D"Colorful List Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"73" Name=3D"Colorful Grid Ac=
cent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"60" Name=3D"Light Shading Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"61" Name=3D"Light List Accen=
t 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"62" Name=3D"Light Grid Accen=
t 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"63" Name=3D"Medium Shading 1=
 Accent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"64" Name=3D"Medium Shading 2=
 Accent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"65" Name=3D"Medium List 1 Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"66" Name=3D"Medium List 2 Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"67" Name=3D"Medium Grid 1 Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"68" Name=3D"Medium Grid 2 Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"69" Name=3D"Medium Grid 3 Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"70" Name=3D"Dark List Accent=
 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"71" Name=3D"Colorful Shading=
 Accent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"72" Name=3D"Colorful List Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"73" Name=3D"Colorful Grid Ac=
cent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"60" Name=3D"Light Shading Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"61" Name=3D"Light List Accen=
t 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"62" Name=3D"Light Grid Accen=
t 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"63" Name=3D"Medium Shading 1=
 Accent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"64" Name=3D"Medium Shading 2=
 Accent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"65" Name=3D"Medium List 1 Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"66" Name=3D"Medium List 2 Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"67" Name=3D"Medium Grid 1 Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"68" Name=3D"Medium Grid 2 Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"69" Name=3D"Medium Grid 3 Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"70" Name=3D"Dark List Accent=
 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"71" Name=3D"Colorful Shading=
 Accent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"72" Name=3D"Colorful List Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"73" Name=3D"Colorful Grid Ac=
cent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"19" QFormat=3D"true"
   Name=3D"Subtle Emphasis"/>
  <w:LsdException Locked=3D"false" Priority=3D"21" QFormat=3D"true"
   Name=3D"Intense Emphasis"/>
  <w:LsdException Locked=3D"false" Priority=3D"31" QFormat=3D"true"
   Name=3D"Subtle Reference"/>
  <w:LsdException Locked=3D"false" Priority=3D"32" QFormat=3D"true"
   Name=3D"Intense Reference"/>
  <w:LsdException Locked=3D"false" Priority=3D"33" QFormat=3D"true" Name=3D=
"Book Title"/>
  <w:LsdException Locked=3D"false" Priority=3D"37" SemiHidden=3D"true"
   UnhideWhenUsed=3D"true" Name=3D"Bibliography"/>
  <w:LsdException Locked=3D"false" Priority=3D"39" SemiHidden=3D"true"
   UnhideWhenUsed=3D"true" QFormat=3D"true" Name=3D"TOC Heading"/>
  <w:LsdException Locked=3D"false" Priority=3D"41" Name=3D"Plain Table 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"42" Name=3D"Plain Table 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"43" Name=3D"Plain Table 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"44" Name=3D"Plain Table 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"45" Name=3D"Plain Table 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"40" Name=3D"Grid Table Light=
"/>
  <w:LsdException Locked=3D"false" Priority=3D"46" Name=3D"Grid Table 1 Lig=
ht"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"Grid Table 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"Grid Table 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"Grid Table 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"Grid Table 5 Dar=
k"/>
  <w:LsdException Locked=3D"false" Priority=3D"51" Name=3D"Grid Table 6 Col=
orful"/>
  <w:LsdException Locked=3D"false" Priority=3D"52" Name=3D"Grid Table 7 Col=
orful"/>
  <w:LsdException Locked=3D"false" Priority=3D"46"
   Name=3D"Grid Table 1 Light Accent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"Grid Table 2 Acc=
ent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"Grid Table 3 Acc=
ent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"Grid Table 4 Acc=
ent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"Grid Table 5 Dar=
k Accent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"51"
   Name=3D"Grid Table 6 Colorful Accent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"52"
   Name=3D"Grid Table 7 Colorful Accent 1"/>
  <w:LsdException Locked=3D"false" Priority=3D"46"
   Name=3D"Grid Table 1 Light Accent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"Grid Table 2 Acc=
ent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"Grid Table 3 Acc=
ent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"Grid Table 4 Acc=
ent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"Grid Table 5 Dar=
k Accent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"51"
   Name=3D"Grid Table 6 Colorful Accent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"52"
   Name=3D"Grid Table 7 Colorful Accent 2"/>
  <w:LsdException Locked=3D"false" Priority=3D"46"
   Name=3D"Grid Table 1 Light Accent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"Grid Table 2 Acc=
ent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"Grid Table 3 Acc=
ent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"Grid Table 4 Acc=
ent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"Grid Table 5 Dar=
k Accent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"51"
   Name=3D"Grid Table 6 Colorful Accent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"52"
   Name=3D"Grid Table 7 Colorful Accent 3"/>
  <w:LsdException Locked=3D"false" Priority=3D"46"
   Name=3D"Grid Table 1 Light Accent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"Grid Table 2 Acc=
ent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"Grid Table 3 Acc=
ent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"Grid Table 4 Acc=
ent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"Grid Table 5 Dar=
k Accent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"51"
   Name=3D"Grid Table 6 Colorful Accent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"52"
   Name=3D"Grid Table 7 Colorful Accent 4"/>
  <w:LsdException Locked=3D"false" Priority=3D"46"
   Name=3D"Grid Table 1 Light Accent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"Grid Table 2 Acc=
ent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"Grid Table 3 Acc=
ent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"Grid Table 4 Acc=
ent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"Grid Table 5 Dar=
k Accent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"51"
   Name=3D"Grid Table 6 Colorful Accent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"52"
   Name=3D"Grid Table 7 Colorful Accent 5"/>
  <w:LsdException Locked=3D"false" Priority=3D"46"
   Name=3D"Grid Table 1 Light Accent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"47" Name=3D"Grid Table 2 Acc=
ent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"48" Name=3D"Grid Table 3 Acc=
ent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"49" Name=3D"Grid Table 4 Acc=
ent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"50" Name=3D"Grid Table 5 Dar=
k Accent 6"/>
  <w:LsdException Locked=3D"false" Priority=3D"51"
   Name=3D"Grid Table 6 Colorful Accent 6"/>
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@list l7:level8
	{mso-level-number-format:alpha-lower;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	margin-left:306.0pt;
	text-indent:-18.0pt;}
@list l7:level9
	{mso-level-number-format:roman-lower;
	mso-level-tab-stop:none;
	mso-level-number-position:right;
	margin-left:342.0pt;
	text-indent:-9.0pt;}
@list l8
	{mso-list-id:1883789504;
	mso-list-type:hybrid;
	mso-list-template-ids:350768456 805961729 805961731 805961733 805961729 80=
5961731 805961733 805961729 805961731 805961733;}
@list l8:level1
	{mso-level-number-format:bullet;
	mso-level-text:\F0B7;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Symbol;}
@list l8:level2
	{mso-level-number-format:bullet;
	mso-level-text:o;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:"Courier New";}
@list l8:level3
	{mso-level-number-format:bullet;
	mso-level-text:\F0A7;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Wingdings;}
@list l8:level4
	{mso-level-number-format:bullet;
	mso-level-text:\F0B7;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Symbol;}
@list l8:level5
	{mso-level-number-format:bullet;
	mso-level-text:o;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:"Courier New";}
@list l8:level6
	{mso-level-number-format:bullet;
	mso-level-text:\F0A7;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Wingdings;}
@list l8:level7
	{mso-level-number-format:bullet;
	mso-level-text:\F0B7;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Symbol;}
@list l8:level8
	{mso-level-number-format:bullet;
	mso-level-text:o;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:"Courier New";}
@list l8:level9
	{mso-level-number-format:bullet;
	mso-level-text:\F0A7;
	mso-level-tab-stop:none;
	mso-level-number-position:left;
	text-indent:-18.0pt;
	font-family:Wingdings;}
ol
	{margin-bottom:0cm;}
ul
	{margin-bottom:0cm;}
-->
</style>
<!--[if gte mso 10]>
<style>
 /* Style Definitions */
 table.MsoNormalTable
	{mso-style-name:"Tabla normal";
	mso-tstyle-rowband-size:0;
	mso-tstyle-colband-size:0;
	mso-style-noshow:yes;
	mso-style-priority:99;
	mso-style-parent:"";
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-para-margin:0cm;
	mso-pagination:none;
	text-autospace:none;
	font-size:11.0pt;
	font-family:"Calibri",sans-serif;
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;
	mso-fareast-language:EN-US;}
table.MsoTableGrid
	{mso-style-name:"Tabla con cuadrícula";
	mso-tstyle-rowband-size:0;
	mso-tstyle-colband-size:0;
	mso-style-priority:59;
	border:solid windowtext 1.0pt;
	mso-border-alt:solid windowtext .5pt;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-border-insideh:.5pt solid windowtext;
	mso-border-insidev:.5pt solid windowtext;
	mso-para-margin:0cm;
	text-align:justify;
	text-indent:11.35pt;
	line-height:102%;
	mso-pagination:widow-orphan;
	font-size:11.0pt;
	font-family:"Times New Roman",serif;
	mso-fareast-font-family:"Times New Roman";
	mso-fareast-theme-font:minor-fareast;
	mso-ansi-language:ES-US;
	mso-fareast-language:ES-TRAD;}
table.MsoTable15Plain2
	{mso-style-name:"Tabla normal 2";
	mso-tstyle-rowband-size:1;
	mso-tstyle-colband-size:1;
	mso-style-priority:42;
	mso-style-unhide:no;
	border-top:solid #7F7F7F 1.0pt;
	mso-border-top-themecolor:text1;
	mso-border-top-themetint:128;
	border-left:none;
	border-bottom:solid #7F7F7F 1.0pt;
	mso-border-bottom-themecolor:text1;
	mso-border-bottom-themetint:128;
	border-right:none;
	mso-border-top-alt:solid #7F7F7F .5pt;
	mso-border-top-themecolor:text1;
	mso-border-top-themetint:128;
	mso-border-bottom-alt:solid #7F7F7F .5pt;
	mso-border-bottom-themecolor:text1;
	mso-border-bottom-themetint:128;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-para-margin:0cm;
	mso-pagination:widow-orphan;
	font-size:11.0pt;
	font-family:"Calibri",sans-serif;
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;
	mso-ansi-language:EN-US;
	mso-fareast-language:EN-US;}
table.MsoTable15Plain2FirstRow
	{mso-style-name:"Tabla normal 2";
	mso-table-condition:first-row;
	mso-style-priority:42;
	mso-style-unhide:no;
	mso-tstyle-border-bottom:.5pt solid #7F7F7F;
	mso-tstyle-border-bottom-themecolor:text1;
	mso-tstyle-border-bottom-themetint:128;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTable15Plain2LastRow
	{mso-style-name:"Tabla normal 2";
	mso-table-condition:last-row;
	mso-style-priority:42;
	mso-style-unhide:no;
	mso-tstyle-border-top:.5pt solid #7F7F7F;
	mso-tstyle-border-top-themecolor:text1;
	mso-tstyle-border-top-themetint:128;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTable15Plain2FirstCol
	{mso-style-name:"Tabla normal 2";
	mso-table-condition:first-column;
	mso-style-priority:42;
	mso-style-unhide:no;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTable15Plain2LastCol
	{mso-style-name:"Tabla normal 2";
	mso-table-condition:last-column;
	mso-style-priority:42;
	mso-style-unhide:no;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTable15Plain2OddColumn
	{mso-style-name:"Tabla normal 2";
	mso-table-condition:odd-column;
	mso-style-priority:42;
	mso-style-unhide:no;
	mso-tstyle-border-left:.5pt solid #7F7F7F;
	mso-tstyle-border-left-themecolor:text1;
	mso-tstyle-border-left-themetint:128;
	mso-tstyle-border-right:.5pt solid #7F7F7F;
	mso-tstyle-border-right-themecolor:text1;
	mso-tstyle-border-right-themetint:128;}
table.MsoTable15Plain2EvenColumn
	{mso-style-name:"Tabla normal 2";
	mso-table-condition:even-column;
	mso-style-priority:42;
	mso-style-unhide:no;
	mso-tstyle-border-left:.5pt solid #7F7F7F;
	mso-tstyle-border-left-themecolor:text1;
	mso-tstyle-border-left-themetint:128;
	mso-tstyle-border-right:.5pt solid #7F7F7F;
	mso-tstyle-border-right-themecolor:text1;
	mso-tstyle-border-right-themetint:128;}
table.MsoTable15Plain2OddRow
	{mso-style-name:"Tabla normal 2";
	mso-table-condition:odd-row;
	mso-style-priority:42;
	mso-style-unhide:no;
	mso-tstyle-border-top:.5pt solid #7F7F7F;
	mso-tstyle-border-top-themecolor:text1;
	mso-tstyle-border-top-themetint:128;
	mso-tstyle-border-bottom:.5pt solid #7F7F7F;
	mso-tstyle-border-bottom-themecolor:text1;
	mso-tstyle-border-bottom-themetint:128;}
table.MsoTable15Plain3
	{mso-style-name:"Tabla normal 3";
	mso-tstyle-rowband-size:1;
	mso-tstyle-colband-size:1;
	mso-style-priority:43;
	mso-style-unhide:no;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-para-margin:0cm;
	mso-pagination:widow-orphan;
	font-size:11.0pt;
	font-family:"Calibri",sans-serif;
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;
	mso-ansi-language:EN-US;
	mso-fareast-language:EN-US;}
table.MsoTable15Plain3FirstRow
	{mso-style-name:"Tabla normal 3";
	mso-table-condition:first-row;
	mso-style-priority:43;
	mso-style-unhide:no;
	mso-tstyle-border-bottom:.5pt solid #7F7F7F;
	mso-tstyle-border-bottom-themecolor:text1;
	mso-tstyle-border-bottom-themetint:128;
	text-transform:uppercase;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTable15Plain3LastRow
	{mso-style-name:"Tabla normal 3";
	mso-table-condition:last-row;
	mso-style-priority:43;
	mso-style-unhide:no;
	mso-tstyle-border-top:cell-none;
	text-transform:uppercase;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTable15Plain3FirstCol
	{mso-style-name:"Tabla normal 3";
	mso-table-condition:first-column;
	mso-style-priority:43;
	mso-style-unhide:no;
	mso-tstyle-border-right:.5pt solid #7F7F7F;
	mso-tstyle-border-right-themecolor:text1;
	mso-tstyle-border-right-themetint:128;
	text-transform:uppercase;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTable15Plain3LastCol
	{mso-style-name:"Tabla normal 3";
	mso-table-condition:last-column;
	mso-style-priority:43;
	mso-style-unhide:no;
	mso-tstyle-border-left:cell-none;
	text-transform:uppercase;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTable15Plain3OddColumn
	{mso-style-name:"Tabla normal 3";
	mso-table-condition:odd-column;
	mso-style-priority:43;
	mso-style-unhide:no;
	mso-tstyle-shading:#F2F2F2;
	mso-tstyle-shading-themecolor:background1;
	mso-tstyle-shading-themeshade:242;}
table.MsoTable15Plain3OddRow
	{mso-style-name:"Tabla normal 3";
	mso-table-condition:odd-row;
	mso-style-priority:43;
	mso-style-unhide:no;
	mso-tstyle-shading:#F2F2F2;
	mso-tstyle-shading-themecolor:background1;
	mso-tstyle-shading-themeshade:242;}
table.MsoTable15Plain3NECell
	{mso-style-name:"Tabla normal 3";
	mso-table-condition:ne-cell;
	mso-style-priority:43;
	mso-style-unhide:no;
	mso-tstyle-border-left:cell-none;}
table.MsoTable15Plain3NWCell
	{mso-style-name:"Tabla normal 3";
	mso-table-condition:nw-cell;
	mso-style-priority:43;
	mso-style-unhide:no;
	mso-tstyle-border-right:cell-none;}
table.MsoTable15Plain5
	{mso-style-name:"Tabla normal 5";
	mso-tstyle-rowband-size:1;
	mso-tstyle-colband-size:1;
	mso-style-priority:45;
	mso-style-unhide:no;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-para-margin:0cm;
	mso-pagination:widow-orphan;
	font-size:11.0pt;
	font-family:"Calibri",sans-serif;
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;
	mso-ansi-language:EN-US;
	mso-fareast-language:EN-US;}
table.MsoTable15Plain5FirstRow
	{mso-style-name:"Tabla normal 5";
	mso-table-condition:first-row;
	mso-style-priority:45;
	mso-style-unhide:no;
	mso-tstyle-shading:white;
	mso-tstyle-shading-themecolor:background1;
	mso-tstyle-border-bottom:.5pt solid #7F7F7F;
	mso-tstyle-border-bottom-themecolor:text1;
	mso-tstyle-border-bottom-themetint:128;
	font-size:13.0pt;
	mso-ansi-font-size:13.0pt;
	font-family:"Cambria",serif;
	mso-ascii-font-family:Cambria;
	mso-ascii-theme-font:major-latin;
	mso-fareast-font-family:"Times New Roman";
	mso-fareast-theme-font:major-fareast;
	mso-hansi-font-family:Cambria;
	mso-hansi-theme-font:major-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:major-bidi;
	mso-ansi-font-style:italic;
	mso-bidi-font-style:italic;}
table.MsoTable15Plain5LastRow
	{mso-style-name:"Tabla normal 5";
	mso-table-condition:last-row;
	mso-style-priority:45;
	mso-style-unhide:no;
	mso-tstyle-shading:white;
	mso-tstyle-shading-themecolor:background1;
	mso-tstyle-border-top:.5pt solid #7F7F7F;
	mso-tstyle-border-top-themecolor:text1;
	mso-tstyle-border-top-themetint:128;
	font-size:13.0pt;
	mso-ansi-font-size:13.0pt;
	font-family:"Cambria",serif;
	mso-ascii-font-family:Cambria;
	mso-ascii-theme-font:major-latin;
	mso-fareast-font-family:"Times New Roman";
	mso-fareast-theme-font:major-fareast;
	mso-hansi-font-family:Cambria;
	mso-hansi-theme-font:major-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:major-bidi;
	mso-ansi-font-style:italic;
	mso-bidi-font-style:italic;}
table.MsoTable15Plain5FirstCol
	{mso-style-name:"Tabla normal 5";
	mso-table-condition:first-column;
	mso-style-priority:45;
	mso-style-unhide:no;
	mso-tstyle-shading:white;
	mso-tstyle-shading-themecolor:background1;
	mso-tstyle-border-right:.5pt solid #7F7F7F;
	mso-tstyle-border-right-themecolor:text1;
	mso-tstyle-border-right-themetint:128;
	text-align:right;
	font-size:13.0pt;
	mso-ansi-font-size:13.0pt;
	font-family:"Cambria",serif;
	mso-ascii-font-family:Cambria;
	mso-ascii-theme-font:major-latin;
	mso-fareast-font-family:"Times New Roman";
	mso-fareast-theme-font:major-fareast;
	mso-hansi-font-family:Cambria;
	mso-hansi-theme-font:major-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:major-bidi;
	mso-ansi-font-style:italic;
	mso-bidi-font-style:italic;}
table.MsoTable15Plain5LastCol
	{mso-style-name:"Tabla normal 5";
	mso-table-condition:last-column;
	mso-style-priority:45;
	mso-style-unhide:no;
	mso-tstyle-shading:white;
	mso-tstyle-shading-themecolor:background1;
	mso-tstyle-border-left:.5pt solid #7F7F7F;
	mso-tstyle-border-left-themecolor:text1;
	mso-tstyle-border-left-themetint:128;
	font-size:13.0pt;
	mso-ansi-font-size:13.0pt;
	font-family:"Cambria",serif;
	mso-ascii-font-family:Cambria;
	mso-ascii-theme-font:major-latin;
	mso-fareast-font-family:"Times New Roman";
	mso-fareast-theme-font:major-fareast;
	mso-hansi-font-family:Cambria;
	mso-hansi-theme-font:major-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:major-bidi;
	mso-ansi-font-style:italic;
	mso-bidi-font-style:italic;}
table.MsoTable15Plain5OddColumn
	{mso-style-name:"Tabla normal 5";
	mso-table-condition:odd-column;
	mso-style-priority:45;
	mso-style-unhide:no;
	mso-tstyle-shading:#F2F2F2;
	mso-tstyle-shading-themecolor:background1;
	mso-tstyle-shading-themeshade:242;}
table.MsoTable15Plain5OddRow
	{mso-style-name:"Tabla normal 5";
	mso-table-condition:odd-row;
	mso-style-priority:45;
	mso-style-unhide:no;
	mso-tstyle-shading:#F2F2F2;
	mso-tstyle-shading-themecolor:background1;
	mso-tstyle-shading-themeshade:242;}
table.MsoTable15Plain5NECell
	{mso-style-name:"Tabla normal 5";
	mso-table-condition:ne-cell;
	mso-style-priority:45;
	mso-style-unhide:no;
	mso-tstyle-border-left:cell-none;}
table.MsoTable15Plain5NWCell
	{mso-style-name:"Tabla normal 5";
	mso-table-condition:nw-cell;
	mso-style-priority:45;
	mso-style-unhide:no;
	mso-tstyle-border-right:cell-none;}
table.MsoTable15Plain5SECell
	{mso-style-name:"Tabla normal 5";
	mso-table-condition:se-cell;
	mso-style-priority:45;
	mso-style-unhide:no;
	mso-tstyle-border-left:cell-none;}
table.MsoTable15Plain5SWCell
	{mso-style-name:"Tabla normal 5";
	mso-table-condition:sw-cell;
	mso-style-priority:45;
	mso-style-unhide:no;
	mso-tstyle-border-right:cell-none;}
table.MsoTableGridLight
	{mso-style-name:"Tabla con cuadrícula clara";
	mso-tstyle-rowband-size:0;
	mso-tstyle-colband-size:0;
	mso-style-priority:40;
	mso-style-unhide:no;
	border:solid #BFBFBF 1.0pt;
	mso-border-themecolor:background1;
	mso-border-themeshade:191;
	mso-border-alt:solid #BFBFBF .5pt;
	mso-border-themecolor:background1;
	mso-border-themeshade:191;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-border-insideh:.5pt solid #BFBFBF;
	mso-border-insideh-themecolor:background1;
	mso-border-insideh-themeshade:191;
	mso-border-insidev:.5pt solid #BFBFBF;
	mso-border-insidev-themecolor:background1;
	mso-border-insidev-themeshade:191;
	mso-para-margin:0cm;
	mso-pagination:none;
	text-autospace:none;
	font-size:11.0pt;
	font-family:"Calibri",sans-serif;
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;
	mso-fareast-language:EN-US;}
table.MsoTable15Grid1Light
	{mso-style-name:"Tabla con cuadrícula 1 clara";
	mso-tstyle-rowband-size:1;
	mso-tstyle-colband-size:1;
	mso-style-priority:46;
	mso-style-unhide:no;
	border:solid #999999 1.0pt;
	mso-border-themecolor:text1;
	mso-border-themetint:102;
	mso-border-alt:solid #999999 .5pt;
	mso-border-themecolor:text1;
	mso-border-themetint:102;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-border-insideh:.5pt solid #999999;
	mso-border-insideh-themecolor:text1;
	mso-border-insideh-themetint:102;
	mso-border-insidev:.5pt solid #999999;
	mso-border-insidev-themecolor:text1;
	mso-border-insidev-themetint:102;
	mso-para-margin:0cm;
	mso-pagination:widow-orphan;
	font-size:10.0pt;
	font-family:"Times New Roman",serif;
	mso-fareast-font-family:"Times New Roman";
	mso-ansi-language:EN-US;
	mso-fareast-language:EN-US;}
table.MsoTable15Grid1LightFirstRow
	{mso-style-name:"Tabla con cuadrícula 1 clara";
	mso-table-condition:first-row;
	mso-style-priority:46;
	mso-style-unhide:no;
	mso-tstyle-border-bottom:1.5pt solid #666666;
	mso-tstyle-border-bottom-themecolor:text1;
	mso-tstyle-border-bottom-themetint:153;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTable15Grid1LightLastRow
	{mso-style-name:"Tabla con cuadrícula 1 clara";
	mso-table-condition:last-row;
	mso-style-priority:46;
	mso-style-unhide:no;
	mso-tstyle-border-top:.75pt double #666666;
	mso-tstyle-border-top-themecolor:text1;
	mso-tstyle-border-top-themetint:153;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTable15Grid1LightFirstCol
	{mso-style-name:"Tabla con cuadrícula 1 clara";
	mso-table-condition:first-column;
	mso-style-priority:46;
	mso-style-unhide:no;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.MsoTable15Grid1LightLastCol
	{mso-style-name:"Tabla con cuadrícula 1 clara";
	mso-table-condition:last-column;
	mso-style-priority:46;
	mso-style-unhide:no;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.NormalTable0
	{mso-style-name:"Normal Table0";
	mso-tstyle-rowband-size:0;
	mso-tstyle-colband-size:0;
	mso-style-noshow:yes;
	mso-style-priority:2;
	mso-style-qformat:yes;
	mso-style-parent:"";
	mso-padding-alt:0cm 0cm 0cm 0cm;
	mso-para-margin:0cm;
	mso-pagination:none;
	text-autospace:none;
	font-size:11.0pt;
	font-family:"Calibri",sans-serif;
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;
	mso-ansi-language:EN-US;
	mso-fareast-language:EN-US;}
table.Tablaconcuadrcula1
	{mso-style-name:"Tabla con cuadrícula1";
	mso-tstyle-rowband-size:0;
	mso-tstyle-colband-size:0;
	mso-style-priority:39;
	border:solid windowtext 1.0pt;
	mso-border-alt:solid windowtext .5pt;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-border-insideh:.5pt solid windowtext;
	mso-border-insidev:.5pt solid windowtext;
	mso-para-margin:0cm;
	text-align:justify;
	text-indent:11.35pt;
	line-height:102%;
	mso-pagination:widow-orphan;
	font-size:11.0pt;
	font-family:"Times New Roman",serif;
	mso-fareast-font-family:"Times New Roman";
	mso-ansi-language:ES-US;
	mso-fareast-language:ES-TRAD;}
table.SombreamentoClaro1
	{mso-style-name:"Sombreamento Claro1";
	mso-tstyle-rowband-size:1;
	mso-tstyle-colband-size:1;
	mso-style-priority:60;
	mso-style-unhide:no;
	border-top:solid black 1.0pt;
	border-left:none;
	border-bottom:solid black 1.0pt;
	border-right:none;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-para-margin:0cm;
	mso-pagination:widow-orphan;
	font-size:12.0pt;
	font-family:"Calibri",sans-serif;
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;
	color:black;
	mso-ansi-language:ES-TRAD;
	mso-fareast-language:ES;}
table.SombreamentoClaro1FirstRow
	{mso-style-name:"Sombreamento Claro1";
	mso-table-condition:first-row;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-tstyle-border-top:1.0pt solid black;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-bottom:1.0pt solid black;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;
	mso-para-margin-top:auto;
	mso-para-margin-bottom:auto;
	line-height:normal;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.SombreamentoClaro1LastRow
	{mso-style-name:"Sombreamento Claro1";
	mso-table-condition:last-row;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-tstyle-border-top:1.0pt solid black;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-bottom:1.0pt solid black;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;
	mso-para-margin-top:auto;
	mso-para-margin-bottom:auto;
	line-height:normal;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.SombreamentoClaro1FirstCol
	{mso-style-name:"Sombreamento Claro1";
	mso-table-condition:first-column;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.SombreamentoClaro1LastCol
	{mso-style-name:"Sombreamento Claro1";
	mso-table-condition:last-column;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.SombreamentoClaro1OddColumn
	{mso-style-name:"Sombreamento Claro1";
	mso-table-condition:odd-column;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-tstyle-shading:silver;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;}
table.SombreamentoClaro1OddRow
	{mso-style-name:"Sombreamento Claro1";
	mso-table-condition:odd-row;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-tstyle-shading:silver;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;}
table.SombreamentoClaro11
	{mso-style-name:"Sombreamento Claro11";
	mso-tstyle-rowband-size:1;
	mso-tstyle-colband-size:1;
	mso-style-priority:60;
	mso-style-unhide:no;
	border-top:solid black 1.0pt;
	border-left:none;
	border-bottom:solid black 1.0pt;
	border-right:none;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-para-margin:0cm;
	mso-pagination:widow-orphan;
	font-size:12.0pt;
	font-family:"Calibri",sans-serif;
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;
	color:black;
	mso-ansi-language:ES-TRAD;
	mso-fareast-language:ES;}
table.SombreamentoClaro11FirstRow
	{mso-style-name:"Sombreamento Claro11";
	mso-table-condition:first-row;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-tstyle-border-top:1.0pt solid black;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-bottom:1.0pt solid black;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;
	mso-para-margin-top:auto;
	mso-para-margin-bottom:auto;
	line-height:normal;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.SombreamentoClaro11LastRow
	{mso-style-name:"Sombreamento Claro11";
	mso-table-condition:last-row;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-tstyle-border-top:1.0pt solid black;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-bottom:1.0pt solid black;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;
	mso-para-margin-top:auto;
	mso-para-margin-bottom:auto;
	line-height:normal;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.SombreamentoClaro11FirstCol
	{mso-style-name:"Sombreamento Claro11";
	mso-table-condition:first-column;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.SombreamentoClaro11LastCol
	{mso-style-name:"Sombreamento Claro11";
	mso-table-condition:last-column;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.SombreamentoClaro11OddColumn
	{mso-style-name:"Sombreamento Claro11";
	mso-table-condition:odd-column;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-tstyle-shading:silver;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;}
table.SombreamentoClaro11OddRow
	{mso-style-name:"Sombreamento Claro11";
	mso-table-condition:odd-row;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-tstyle-shading:silver;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;}
table.SombreamentoClaro12
	{mso-style-name:"Sombreamento Claro12";
	mso-tstyle-rowband-size:1;
	mso-tstyle-colband-size:1;
	mso-style-priority:60;
	mso-style-unhide:no;
	border-top:solid black 1.0pt;
	border-left:none;
	border-bottom:solid black 1.0pt;
	border-right:none;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-para-margin:0cm;
	mso-pagination:widow-orphan;
	font-size:12.0pt;
	font-family:"Calibri",sans-serif;
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;
	color:black;
	mso-ansi-language:ES-TRAD;
	mso-fareast-language:ES;}
table.SombreamentoClaro12FirstRow
	{mso-style-name:"Sombreamento Claro12";
	mso-table-condition:first-row;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-tstyle-border-top:1.0pt solid black;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-bottom:1.0pt solid black;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;
	mso-para-margin-top:auto;
	mso-para-margin-bottom:auto;
	line-height:normal;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.SombreamentoClaro12LastRow
	{mso-style-name:"Sombreamento Claro12";
	mso-table-condition:last-row;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-tstyle-border-top:1.0pt solid black;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-bottom:1.0pt solid black;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;
	mso-para-margin-top:auto;
	mso-para-margin-bottom:auto;
	line-height:normal;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.SombreamentoClaro12FirstCol
	{mso-style-name:"Sombreamento Claro12";
	mso-table-condition:first-column;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.SombreamentoClaro12LastCol
	{mso-style-name:"Sombreamento Claro12";
	mso-table-condition:last-column;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.SombreamentoClaro12OddColumn
	{mso-style-name:"Sombreamento Claro12";
	mso-table-condition:odd-column;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-tstyle-shading:silver;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;}
table.SombreamentoClaro12OddRow
	{mso-style-name:"Sombreamento Claro12";
	mso-table-condition:odd-row;
	mso-style-priority:60;
	mso-style-unhide:no;
	mso-tstyle-shading:silver;
	mso-tstyle-border-left:cell-none;
	mso-tstyle-border-right:cell-none;
	mso-tstyle-border-insideh:cell-none;
	mso-tstyle-border-insidev:cell-none;}
table.Tablaconcuadrcula2
	{mso-style-name:"Tabla con cuadrícula2";
	mso-tstyle-rowband-size:0;
	mso-tstyle-colband-size:0;
	mso-style-priority:39;
	border:solid windowtext 1.0pt;
	mso-border-alt:solid windowtext .5pt;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-border-insideh:.5pt solid windowtext;
	mso-border-insidev:.5pt solid windowtext;
	mso-para-margin:0cm;
	text-align:justify;
	text-indent:11.35pt;
	line-height:102%;
	mso-pagination:widow-orphan;
	font-size:11.0pt;
	font-family:"Times New Roman",serif;
	mso-fareast-font-family:"Times New Roman";
	mso-ansi-language:ES-US;
	mso-fareast-language:ES-TRAD;}
table.Tablanormal21
	{mso-style-name:"Tabla normal 21";
	mso-tstyle-rowband-size:1;
	mso-tstyle-colband-size:1;
	mso-style-priority:99;
	mso-style-unhide:no;
	border-top:solid #7F7F7F 1.0pt;
	border-left:none;
	border-bottom:solid #7F7F7F 1.0pt;
	border-right:none;
	mso-border-top-alt:solid #7F7F7F .5pt;
	mso-border-bottom-alt:solid #7F7F7F .5pt;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-para-margin:0cm;
	mso-pagination:widow-orphan;
	font-size:12.0pt;
	font-family:"Calibri",sans-serif;
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-fareast-font-family:"Times New Roman";
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;
	mso-ansi-language:ES-TRAD;
	mso-fareast-language:ES;}
table.Tablanormal21FirstRow
	{mso-style-name:"Tabla normal 21";
	mso-table-condition:first-row;
	mso-style-priority:99;
	mso-style-unhide:no;
	mso-tstyle-border-bottom:.5pt solid #7F7F7F;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.Tablanormal21LastRow
	{mso-style-name:"Tabla normal 21";
	mso-table-condition:last-row;
	mso-style-priority:99;
	mso-style-unhide:no;
	mso-tstyle-border-top:.5pt solid #7F7F7F;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.Tablanormal21FirstCol
	{mso-style-name:"Tabla normal 21";
	mso-table-condition:first-column;
	mso-style-priority:99;
	mso-style-unhide:no;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.Tablanormal21LastCol
	{mso-style-name:"Tabla normal 21";
	mso-table-condition:last-column;
	mso-style-priority:99;
	mso-style-unhide:no;
	mso-ansi-font-weight:bold;
	mso-bidi-font-weight:bold;}
table.Tablanormal21OddColumn
	{mso-style-name:"Tabla normal 21";
	mso-table-condition:odd-column;
	mso-style-priority:99;
	mso-style-unhide:no;
	mso-tstyle-border-left:.5pt solid #7F7F7F;
	mso-tstyle-border-right:.5pt solid #7F7F7F;}
table.Tablanormal21EvenColumn
	{mso-style-name:"Tabla normal 21";
	mso-table-condition:even-column;
	mso-style-priority:99;
	mso-style-unhide:no;
	mso-tstyle-border-left:.5pt solid #7F7F7F;
	mso-tstyle-border-right:.5pt solid #7F7F7F;}
table.Tablanormal21OddRow
	{mso-style-name:"Tabla normal 21";
	mso-table-condition:odd-row;
	mso-style-priority:99;
	mso-style-unhide:no;
	mso-tstyle-border-top:.5pt solid #7F7F7F;
	mso-tstyle-border-bottom:.5pt solid #7F7F7F;}
table.Tablaconcuadrcula3
	{mso-style-name:"Tabla con cuadrícula3";
	mso-tstyle-rowband-size:0;
	mso-tstyle-colband-size:0;
	mso-style-priority:39;
	border:solid windowtext 1.0pt;
	mso-border-alt:solid windowtext .5pt;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-border-insideh:.5pt solid windowtext;
	mso-border-insidev:.5pt solid windowtext;
	mso-para-margin:0cm;
	text-align:justify;
	text-indent:11.35pt;
	line-height:102%;
	mso-pagination:widow-orphan;
	font-size:11.0pt;
	font-family:"Times New Roman",serif;
	mso-fareast-font-family:"Times New Roman";
	mso-ansi-language:ES-US;
	mso-fareast-language:ES-TRAD;}
table.Tablaconcuadrculaclara1
	{mso-style-name:"Tabla con cuadrícula clara1";
	mso-tstyle-rowband-size:0;
	mso-tstyle-colband-size:0;
	mso-style-priority:40;
	mso-style-unhide:no;
	border:solid #BFBFBF 1.0pt;
	mso-border-alt:solid #BFBFBF .5pt;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-border-insideh:.5pt solid #BFBFBF;
	mso-border-insidev:.5pt solid #BFBFBF;
	mso-para-margin:0cm;
	mso-pagination:widow-orphan;
	font-size:11.0pt;
	font-family:"Calibri",sans-serif;
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-fareast-font-family:"Times New Roman";
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;}
table.Tablaconcuadrcula4
	{mso-style-name:"Tabla con cuadrícula4";
	mso-tstyle-rowband-size:0;
	mso-tstyle-colband-size:0;
	mso-style-priority:39;
	border:solid windowtext 1.0pt;
	mso-border-alt:solid windowtext .5pt;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;
	mso-border-insideh:.5pt solid windowtext;
	mso-border-insidev:.5pt solid windowtext;
	mso-para-margin:0cm;
	text-align:justify;
	text-indent:11.35pt;
	line-height:102%;
	mso-pagination:widow-orphan;
	font-size:11.0pt;
	font-family:"Times New Roman",serif;
	mso-fareast-font-family:"Times New Roman";
	mso-fareast-theme-font:minor-fareast;
	mso-ansi-language:ES-US;
	mso-fareast-language:ES-TRAD;}
table.TableNormal
	{mso-style-name:"Table Normal";
	mso-tstyle-rowband-size:0;
	mso-tstyle-colband-size:0;
	mso-style-noshow:yes;
	mso-style-priority:2;
	mso-style-qformat:yes;
	mso-style-parent:"";
	mso-padding-alt:0cm 0cm 0cm 0cm;
	mso-para-margin:0cm;
	mso-pagination:none;
	text-autospace:none;
	font-size:11.0pt;
	font-family:"Calibri",sans-serif;
	mso-ascii-font-family:Calibri;
	mso-ascii-theme-font:minor-latin;
	mso-hansi-font-family:Calibri;
	mso-hansi-theme-font:minor-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:minor-bidi;
	mso-ansi-language:EN-US;
	mso-fareast-language:EN-US;}
</style>
<![endif]--><!--[if gte mso 9]><xml>
 <o:shapedefaults v:ext=3D"edit" spidmax=3D"2061"/>
</xml><![endif]--><!--[if gte mso 9]><xml>
 <o:shapelayout v:ext=3D"edit">
  <o:idmap v:ext=3D"edit" data=3D"2"/>
 </o:shapelayout></xml><![endif]-->
</head>

<body lang=3DES-EC link=3D"#0563C1" vlink=3D"#954F72" style=3D'tab-interval=
:35.4pt;
word-wrap:break-word'>

<div class=3DWordSection1>

<p class=3DMsoNormal align=3Dright style=3D'text-align:right;vertical-align=
:baseline'><span
lang=3Des-419 style=3D'mso-ansi-language:#580A'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dright style=3D'text-align:right;vertical-align=
:baseline'><span
lang=3Des-419 style=3D'mso-ansi-language:#580A'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dright style=3D'text-align:right;vertical-align=
:baseline'><span
lang=3Des-419 style=3D'mso-ansi-language:#580A'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dright style=3D'text-align:right;vertical-align=
:baseline'><span
lang=3Des-419 style=3D'mso-ansi-language:#580A'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dright style=3D'text-align:right;vertical-align=
:baseline'><span
lang=3DEN-US><a href=3D"https://doi.org/10.37815/rte.v34n3.935"><span lang=
=3Des-419
style=3D'color:windowtext;mso-ansi-language:#580A;text-decoration:none;
text-underline:none'>https://doi.org/10.37815/rte.v34n3.935</span></a></spa=
n><span
lang=3Des-419 style=3D'mso-ansi-language:#580A'> <o:p></o:p></span></p>

<p class=3DMsoNormal align=3Dright style=3D'text-align:right;vertical-align=
:baseline'><span
style=3D'mso-ansi-language:ES-EC'>Artículos originales</span><span lang=3De=
s-419
style=3D'mso-ansi-language:#580A'><o:p></o:p></span></p>

<p class=3DMsoNormal align=3Dright style=3D'text-align:right;vertical-align=
:baseline'><span
lang=3Des-419 style=3D'mso-ansi-language:#580A'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-bottom:12.0pt;text-alig=
n:center;
text-indent:0cm'><a name=3D"_Hlk71631670"><b><span style=3D'font-size:16.0p=
t;
mso-ansi-language:ES-EC'>Evaluación y comparación de códecs de video para el
despliegue de un sistema de comunicación resiliente</span></b></a><span
style=3D'mso-bookmark:_Hlk71631670'><span style=3D'font-size:10.0pt;mso-ans=
i-language:
ES-EC'><o:p></o:p></span></span></p>

<span style=3D'mso-bookmark:_Hlk71631670'></span>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-bottom:12.0pt;text-alig=
n:center;
text-indent:0cm'><b><span lang=3DEN-US style=3D'font-size:16.0pt'>Evaluatio=
n and
comparison of video codecs for deploying a resilient communication system</=
span></b><span
lang=3DEN-US style=3D'font-size:10.0pt'><o:p></o:p></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><a name=3D"=
_Hlk61880979"><span
lang=3DEN-US style=3D'mso-bidi-font-size:14.0pt'><o:p>&nbsp;</o:p></span></=
a></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-left:36.0pt;text-align:=
center;
text-indent:0cm'><span style=3D'mso-bookmark:_Hlk61880979'><span
style=3D'mso-ansi-language:ES-EC'>Paúl Astudillo</span></span><span
style=3D'mso-bookmark:_Hlk61880979'><sup><span lang=3DPT-BR style=3D'mso-an=
si-language:
PT-BR'>1</span></sup></span><span style=3D'mso-bookmark:_Hlk61880979'><span
lang=3DPT-BR style=3D'mso-bidi-font-size:14.0pt;mso-ansi-language:ES-EC'> <=
/span></span><a
href=3D"https://orcid.org/0000-0001-8380-6103"><span style=3D'mso-bookmark:=
_Hlk61880979'><sup><span
style=3D'background:white;mso-ansi-language:ES-EC'>https://orcid.org/0000-0=
001-8380-6103</span></sup></span></a><a
name=3D"_Hlk81258386"><span style=3D'mso-bookmark:_Hlk61880979'><span
style=3D'mso-bidi-font-size:11.0pt;color:black;background:white;mso-ansi-la=
nguage:
ES-EC'>,<o:p></o:p></span></span></a></p>

<span style=3D'mso-bookmark:_Hlk81258386'></span>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-left:36.0pt;text-align:=
center;
text-indent:0cm'><span style=3D'mso-bookmark:_Hlk61880979'><span
style=3D'mso-bidi-font-size:14.0pt;mso-ansi-language:ES-EC'>Christian Quind=
e</span></span><span
style=3D'mso-bookmark:_Hlk61880979'><sup><span lang=3DPT-BR style=3D'font-s=
ize:10.0pt;
mso-ansi-language:PT-BR'>1<span style=3D'mso-spacerun:yes'>  </span></span>=
</sup></span><a
href=3D"https://orcid.org/0000-0002-9863-6941"><span style=3D'mso-bookmark:=
_Hlk61880979'><sup><span
style=3D'background:white;mso-ansi-language:ES-EC'>https://orcid.org/0000-0=
002-9863-6941</span></sup></span></a><span
style=3D'mso-bookmark:_Hlk61880979'><span style=3D'mso-bidi-font-size:11.0p=
t;
font-family:"Arial",sans-serif;color:black;background:white;mso-ansi-langua=
ge:
ES-EC'>,</span></span><span style=3D'mso-bookmark:_Hlk61880979'><span
style=3D'mso-bidi-font-size:11.0pt;color:black;background:white;mso-ansi-la=
nguage:
ES-EC'> Santiago González<sup>1 </sup></span></span><a
href=3D"https://orcid.org/0000-0001-6604-889X"><span style=3D'mso-bookmark:=
_Hlk61880979'><sup><span
style=3D'background:white;mso-ansi-language:ES-EC'>https://orcid.org/0000-0=
001-6604-889X</span></sup></span></a><span
style=3D'mso-bookmark:_Hlk61880979'><span style=3D'mso-bidi-font-size:11.0p=
t;
color:black;background:white;mso-ansi-language:ES-EC'>, Iván Palacios<sup>1=
 </sup></span></span><a
href=3D"https://orcid.org/0000-0002-3894-3341"><span style=3D'mso-bookmark:=
_Hlk61880979'><sup><span
style=3D'background:white;mso-ansi-language:ES-EC'>https://orcid.org/0000-0=
002-3894-3341</span></sup></span></a><span
style=3D'mso-bookmark:_Hlk61880979'><u><sup><span style=3D'color:#0563C1;
mso-themecolor:hyperlink;background:white;mso-ansi-language:ES-EC'><o:p></o=
:p></span></sup></u></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'><span
style=3D'mso-bookmark:_Hlk61880979'><span style=3D'mso-bidi-font-size:14.0p=
t;
background:yellow;mso-highlight:yellow;mso-ansi-language:ES-EC'><o:p>&nbsp;=
</o:p></span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-left:36.0pt;text-align:=
center;
text-indent:0cm'><span style=3D'mso-bookmark:_Hlk61880979'><sup><span lang=
=3DPT-BR
style=3D'font-size:10.0pt;mso-ansi-language:PT-BR'>1</span></sup></span><sp=
an
style=3D'mso-bookmark:_Hlk61880979'><i><span style=3D'mso-bidi-font-size:14=
.0pt;
mso-ansi-language:ES-EC'>Departamento de Eléctrica, Electrónica y
Telecomunicaciones, Universidad de Cuenca</span></i></span><span
style=3D'mso-bookmark:_Hlk61880979'><span style=3D'mso-bidi-font-size:14.0p=
t;
mso-ansi-language:ES-EC'>, Cuenca, Ecuador</span></span><span style=3D'mso-=
bookmark:
_Hlk61880979'><span style=3D'font-size:10.0pt;font-family:"Segoe UI",sans-s=
erif;
mso-ansi-language:ES-EC'><o:p></o:p></span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-left:36.0pt;text-align:=
center;
text-indent:0cm'><span style=3D'mso-bookmark:_Hlk61880979'></span><a
href=3D"mailto:paul.astudillop@ucuenca.edu.ec"><span style=3D'mso-bookmark:=
_Hlk61880979'><span
style=3D'font-size:11.0pt;mso-bidi-font-size:10.0pt;font-family:"Courier Ne=
w";
mso-ansi-language:ES-EC'>paul.astudillop@ucuenca.edu.ec</span></span></a><s=
pan
style=3D'mso-bookmark:_Hlk61880979'><span style=3D'font-size:11.0pt;mso-bid=
i-font-size:
10.0pt;font-family:"Courier New";mso-ansi-language:ES-EC'>, </span></span><a
href=3D"mailto:christian.quinde@ucuenca.edu.ec"><span style=3D'mso-bookmark=
:_Hlk61880979'><span
style=3D'font-size:11.0pt;mso-bidi-font-size:10.0pt;font-family:"Courier Ne=
w";
mso-ansi-language:ES-EC'>christian.quinde@ucuenca.edu.ec</span></span></a><=
span
style=3D'mso-bookmark:_Hlk61880979'><span style=3D'font-size:11.0pt;mso-bid=
i-font-size:
10.0pt;font-family:"Courier New";mso-ansi-language:ES-EC'>, </span></span><a
href=3D"mailto:santiago.gonzalezm@ucuenca.edu.ec"><span style=3D'mso-bookma=
rk:_Hlk61880979'><span
style=3D'font-size:11.0pt;mso-bidi-font-size:10.0pt;font-family:"Courier Ne=
w";
mso-ansi-language:ES-EC'>santiago.gonzalezm@ucuenca.edu.ec</span></span></a=
><span
style=3D'mso-bookmark:_Hlk61880979'><span style=3D'font-size:11.0pt;mso-bid=
i-font-size:
10.0pt;font-family:"Courier New";mso-ansi-language:ES-EC'>, </span></span><a
href=3D"mailto:ivan.palacios@ucuenca.edu.ec"><span style=3D'mso-bookmark:_H=
lk61880979'><span
style=3D'font-size:11.0pt;mso-bidi-font-size:10.0pt;font-family:"Courier Ne=
w";
mso-ansi-language:ES-EC'>ivan.palacios@ucuenca.edu.ec</span></span></a><span
style=3D'mso-bookmark:_Hlk61880979'><span style=3D'font-size:11.0pt;mso-bid=
i-font-size:
10.0pt;font-family:"Courier New";mso-ansi-language:ES-EC'><span
style=3D'mso-spacerun:yes'>  </span><o:p></o:p></span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'margin-left:36.0pt;text-align:=
center;
text-indent:0cm'><span style=3D'mso-bookmark:_Hlk61880979'><span
style=3D'font-family:"Courier New";mso-ansi-language:ES-EC'><o:p>&nbsp;</o:=
p></span></span></p>

<span style=3D'mso-bookmark:_Hlk61880979'></span>

<p class=3Dparagraph align=3Dright style=3D'margin:0cm;text-align:right;ver=
tical-align:
baseline'><span class=3Dnormaltextrun><span style=3D'mso-ansi-language:ES-E=
C'>Enviado:<span
style=3D'mso-tab-count:1'>         </span>2022/05/13</span></span><span
style=3D'font-size:10.0pt;font-family:"Segoe UI",sans-serif;mso-ansi-langua=
ge:
ES-EC'><o:p></o:p></span></p>

<p class=3Dparagraph align=3Dright style=3D'margin:0cm;text-align:right;ver=
tical-align:
baseline'><span class=3Dnormaltextrun><span style=3D'mso-ansi-language:ES-E=
C'>Aceptado:<span
style=3D'mso-tab-count:1'>       </span>2022/09/19</span></span><span
style=3D'font-size:10.0pt;font-family:"Segoe UI",sans-serif;mso-ansi-langua=
ge:
ES-EC'><o:p></o:p></span></p>

<p class=3Dparagraph align=3Dright style=3D'margin:0cm;text-align:right;ver=
tical-align:
baseline'><span class=3Dnormaltextrun><span style=3D'mso-ansi-language:ES-E=
C'>Publicado:
<span style=3D'mso-tab-count:1'>     </span>2022/11/30</span></span><span
class=3Deop><span style=3D'mso-ansi-language:ES-EC'><span
style=3D'mso-spacerun:yes'>                          </span><o:p></o:p></sp=
an></span></p>

<p class=3DNivel1><span class=3Dnormaltextrun><span style=3D'mso-ansi-langu=
age:ES-EC'>Resumen</span></span><span
style=3D'font-size:18.0pt;mso-ansi-language:ES-EC'><o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'text-indent:0cm'><span style=3D'mso-ansi-lang=
uage:ES-EC;
mso-fareast-language:ZH-TW'>En escenarios de emergencia usualmente es difíc=
il
contar con una infraestructura de red, especialmente en lugares remotos o
geográficamente complicados por el difícil acceso. Sin embargo, es necesario
disponer de herramientas para comunicarse o realizar una valoración de la
situación. En este sentido, las redes ad hoc surgen como una opción para
solucionar esta problemática. En el presente artículo se propone el desarro=
llo
de un sistema de comunicación de emergencia para la transmisión de tráfico
multimedia en un escenario real, entre los diferentes pisos de un edificio.
Para tal objetivo, se realizaron múltiples experimentos para determinar los
valores de métricas fundamentales (v.g. <span class=3DSpellE><i>packet</i><=
/span>
<span class=3DSpellE><i>loss</i></span>, <span class=3DSpellE><i>delay</i><=
/span> y
<span class=3DSpellE><i>throughput</i></span>) para la transmisión de audio=
 y
video en tiempo real. En concreto, se desarrollaron herramientas de código
abierto con capacidad de extraer las métricas requeridas y comparar de forma
objetiva la calidad del video empleando mecanismos de codificación actuales
(v.g. VP8, VP9, H.264, H.265). Los resultados obtenidos muestran que VP8 es=
 el
códec más adecuado para el escenario propuesto. Además, se desarrolló una
herramienta de videoconferencia con capacidad de adaptar las características
del video (v.g. <span class=3DSpellE><i>bitrate</i></span>) acorde a las
condiciones de la red. </span><span style=3D'mso-ansi-language:ES-EC'><o:p>=
</o:p></span></p>

<p class=3DMsoNormal style=3D'text-indent:0cm'><span style=3D'mso-bidi-font=
-size:
14.0pt;mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></p>

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     <div>
     <p class=3DMsoNormal style=3D'text-indent:0cm'><b><span style=3D'font-=
size:10.0pt;
     color:black;mso-themecolor:text1;mso-ansi-language:ES-EC'>Sumario:</sp=
an></b><span
     style=3D'font-size:10.0pt;color:black;mso-themecolor:text1;mso-ansi-la=
nguage:
     ES-EC'> Introducción, Materiales y Métodos, Resultados y Discusión y
     Conclusiones.<o:p></o:p></span></p>
     <p class=3DMsoNormal style=3D'text-indent:0cm'><span style=3D'font-siz=
e:10.0pt;
     color:black;mso-themecolor:text1;mso-ansi-language:ES-EC'><o:p>&nbsp;<=
/o:p></span></p>
     <p class=3DMsoNormal style=3D'text-indent:0cm'><b><span style=3D'font-=
size:10.0pt;
     color:black;mso-themecolor:text1;mso-ansi-language:ES-EC'>Como citar:<=
/span></b><span
     style=3D'font-size:10.0pt;color:black;mso-themecolor:text1;mso-ansi-la=
nguage:
     ES-EC'> Astudillo, P., Quinde, C., González, S. &amp; Palacios, I. (20=
22).
     Evaluación y comparación de códecs de video para el despliegue de un
     sistema de comunicación resiliente. <i>Revista Tecnológica - Espol, 34=
(3),
     12-30.</i> </span><span lang=3DEN-US><a
     href=3D"http://www.rte.espol.edu.ec/index.php/tecnologica/article/view=
/935"><span
     lang=3DES-EC style=3D'font-size:10.0pt;color:windowtext;mso-ansi-langu=
age:
     ES-EC;text-decoration:none;text-underline:none'>http://www.rte.espol.e=
du.ec/index.php/tecnologica/article/view/935</span></a></span><span
     style=3D'font-size:10.0pt;color:black;mso-themecolor:text1;mso-ansi-la=
nguage:
     ES-EC'><o:p></o:p></span></p>
     </div>
     <![if !mso]></td>
    </tr>
   </table>
   <![endif]></v:textbox>
  <w:wrap type=3D"topAndBottom" anchorx=3D"margin" anchory=3D"margin"/>
 </v:shape></o:wrapblock><br style=3D'mso-ignore:vglayout' clear=3DALL>
<a name=3D"_Hlk42284450"></a><span style=3D'mso-bookmark:_Hlk42284450'><b><=
i><span
lang=3DEN-US style=3D'color:black;mso-fareast-language:ES-MX'>Palabras clav=
e: </span></i></b></span><span
style=3D'mso-bookmark:_Hlk42284450'></span><span lang=3DEN-US style=3D'mso-=
fareast-language:
ZH-TW'>Ad hoc, delay, packet loss, PSNR, redes <span class=3DSpellE>resilie=
ntes</span>,
throughput.<o:p></o:p></span></p>

<p class=3DNivel1><span class=3Dnormaltextrun><span lang=3DEN-US style=3D'm=
so-ansi-language:
EN-US'>Abstract</span></span><span class=3Dnormaltextrun><span lang=3DEN-US
style=3D'color:black;background:white;mso-ansi-language:EN-US;font-weight:n=
ormal'><o:p></o:p></span></span></p>

<p class=3DMsoNormal style=3D'text-indent:0cm;mso-pagination:none;text-auto=
space:
none'><span lang=3DEN-US style=3D'mso-bidi-font-size:14.0pt;mso-fareast-lan=
guage:
EN-US;mso-no-proof:yes'>In emergency scenarios, it is usually difficult to =
rely
on network infrastructure, especially in remote or geographically
difficult-to-access locations. However, it is necessary to have tools to
communicate or assess the situation. Therefore, ad hoc networks emerge as an
option to solve this problem. This paper proposes the development of an
emergency communication system for the transmission of multimedia traffic i=
n a
real scenario, between the different floors of a building. For this purpose,
multiple experiments were carried out to determine the values of fundamental
metrics (e.g., packet loss, delay, and throughput) for real-time audio and
video transmission. Specifically, open-source tools were developed with the
ability to extract the required metrics and objectively compare video quali=
ty
using current encoding mechanisms (e.g., VP8, VP9, H.264, H.265). The resul=
ts
obtained show that VP8 is the most suitable codec for the proposed scenario=
. In
addition, a videoconferencing tool was developed with the ability to adapt =
the
video characteristics (e.g., bitrate) according to the network conditions.<=
o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'text-indent:0cm;mso-pagination:none;text-auto=
space:
none'><span lang=3DEN-US><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal style=3D'margin-right:-.65pt;text-indent:0cm'><b><i><s=
pan
lang=3DEN-US style=3D'color:black;mso-fareast-language:ES-MX'>Keywords: </s=
pan></i></b><span
lang=3DEN-US style=3D'color:black;mso-fareast-language:ES-MX'>Ad hoc, delay=
, packet
loss, PSNR, resilient network, throughput.</span><span lang=3DEN-US
style=3D'mso-bidi-font-size:11.0pt;color:black;mso-fareast-language:ES-MX'>=
<o:p></o:p></span></p>

<p class=3DMsoNormal align=3Dleft style=3D'text-align:left;text-indent:0cm;
mso-pagination:none;text-autospace:none'><span lang=3DEN-US style=3D'color:=
black;
mso-fareast-language:ES-MX'><o:p>&nbsp;</o:p></span></p>

<p class=3DNivel1><span class=3Dnormaltextrun><span style=3D'mso-ansi-langu=
age:ES-EC'>Introducción</span></span><span
class=3Dnormaltextrun><span style=3D'color:black;background:white;mso-ansi-=
language:
ES-EC;font-weight:normal'><o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>Una red resiliente hace referencia a la capacidad de la red para
proporcionar y mantener un nivel de servicio aceptable frente a diversos fa=
llos
y retos en el funcionamiento, sea cual sea la naturaleza del reto al que se
enfrenta </span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-fare=
ast-language:
ES-MX'><span style=3D'mso-element:field-begin;mso-field-lock:yes'></span></=
span><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>ADDIN CSL_CITA=
TION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;,&=
quot;family&quot;:&quot;Frnda&quot;,&quot;given&quot;:&quot;Jaroslav&quot;,=
&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:fals=
e,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&qu=
ot;,&quot;family&quot;:&quot;Voznak&quot;,&quot;given&quot;:&quot;Miroslav&=
quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot=
;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&qu=
ot;&quot;,&quot;family&quot;:&quot;Sevcik&quot;,&quot;given&quot;:&quot;Luk=
as&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&q=
uot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;container-title&quot;:&q=
uot;Telecommunication
Systems&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issue&quot;:&quot;2&q=
uot;,&quot;issued&quot;:{&quot;date-parts&quot;:[[&quot;2016&quot;]]},&quot=
;page&quot;:&quot;265-275&quot;,&quot;publisher&quot;:&quot;Springer&quot;,=
&quot;title&quot;:&quot;Impact
of packet loss and delay variation on the quality of real-time video stream=
ing&quot;,&quot;type&quot;:&quot;article-journal&quot;,&quot;volume&quot;:&=
quot;62&quot;},&quot;uris&quot;:[&quot;http://www.mendeley.com/documents/?u=
uid=3D32bd4285-96d6-447c-adf7-1578e50b0e82&quot;]}],&quot;mendeley&quot;:{&=
quot;formattedCitation&quot;:&quot;(Frnda
et al., 2016)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Frnda et =
al.,
2016)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Frnda et al.,
2016)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Frnda
et al., 2016)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>. En particula=
r, los
sistemas de comunicación son susceptibles a fallos y pérdida de conectivida=
d,
usualmente ocasionados por eventos naturales como inundaciones, terremotos,
entre otros problemas derivados de la tecnología y actividades humanas mali=
ciosas
</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-fareast-langu=
age:
ES-MX'><span style=3D'mso-element:field-begin;mso-field-lock:yes'></span></=
span><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>ADDIN CSL_CITA=
TION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;,&=
quot;family&quot;:&quot;Mauthe&quot;,&quot;given&quot;:&quot;Andreas&quot;,=
&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:fals=
e,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&qu=
ot;,&quot;family&quot;:&quot;Hutchison&quot;,&quot;given&quot;:&quot;David&=
quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot=
;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&qu=
ot;&quot;,&quot;family&quot;:&quot;Cetinkaya&quot;,&quot;given&quot;:&quot;=
Egemen
K&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&qu=
ot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&=
quot;&quot;,&quot;family&quot;:&quot;Ganchev&quot;,&quot;given&quot;:&quot;=
Ivan&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names=
&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot=
;:&quot;&quot;,&quot;family&quot;:&quot;Rak&quot;,&quot;given&quot;:&quot;J=
acek&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names=
&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot=
;:&quot;&quot;,&quot;family&quot;:&quot;Sterbenz&quot;,&quot;given&quot;:&q=
uot;James
P G&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&=
quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;=
:&quot;&quot;,&quot;family&quot;:&quot;Gunkelk&quot;,&quot;given&quot;:&quo=
t;Matthias&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse=
-names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particl=
e&quot;:&quot;&quot;,&quot;family&quot;:&quot;Smith&quot;,&quot;given&quot;=
:&quot;Paul&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;pars=
e-names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-partic=
le&quot;:&quot;&quot;,&quot;family&quot;:&quot;Gomes&quot;,&quot;given&quot=
;:&quot;Teresa&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;p=
arse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;container-ti=
tle&quot;:&quot;2016
8th International Workshop on Resilient Networks Design and Modeling
(RNDM)&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&quot;da=
te-parts&quot;:[[&quot;2016&quot;]]},&quot;page&quot;:&quot;1-10&quot;,&quo=
t;title&quot;:&quot;Disaster-resilient
communication networks: Principles and best
practices&quot;,&quot;type&quot;:&quot;paper-conference&quot;},&quot;uris&q=
uot;:[&quot;http://www.mendeley.com/documents/?uuid=3D5fc39c31-a725-4d53-93=
75-5f47a20b1c92&quot;]}],&quot;mendeley&quot;:{&quot;formattedCitation&quot=
;:&quot;(Mauthe
et al., 2016)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Mauthe et
al., 2016)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Mauthe et a=
l.,
2016)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Mauthe
et al., 2016)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>.<o:p></o:p></=
span></p>

<p class=3DMsoNormal style=3D'mso-layout-grid-align:none;punctuation-wrap:s=
imple;
text-autospace:none;mso-line-break-override:restrictions'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>En consecuencia, cuando los servicios de red que forman parte de una
infraestructura esencial (v.g. hospitales, aeropuertos, centrales eléctrica=
s,
entre otros) dejan de estar disponibles, se generan problemas de comunicaci=
ón
como resultado inevitable </span><!--[if supportFields]><span lang=3DEN-US
style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-element:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;,&=
quot;family&quot;:&quot;Mauthe&quot;,&quot;given&quot;:&quot;Andreas&quot;,=
&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:fals=
e,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&qu=
ot;,&quot;family&quot;:&quot;Hutchison&quot;,&quot;given&quot;:&quot;David&=
quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot=
;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&qu=
ot;&quot;,&quot;family&quot;:&quot;Cetinkaya&quot;,&quot;given&quot;:&quot;=
Egemen
K&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&qu=
ot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&=
quot;&quot;,&quot;family&quot;:&quot;Ganchev&quot;,&quot;given&quot;:&quot;=
Ivan&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names=
&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot=
;:&quot;&quot;,&quot;family&quot;:&quot;Rak&quot;,&quot;given&quot;:&quot;J=
acek&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names=
&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot=
;:&quot;&quot;,&quot;family&quot;:&quot;Sterbenz&quot;,&quot;given&quot;:&q=
uot;James
P G&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&=
quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;=
:&quot;&quot;,&quot;family&quot;:&quot;Gunkelk&quot;,&quot;given&quot;:&quo=
t;Matthias&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse=
-names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particl=
e&quot;:&quot;&quot;,&quot;family&quot;:&quot;Smith&quot;,&quot;given&quot;=
:&quot;Paul&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;pars=
e-names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-partic=
le&quot;:&quot;&quot;,&quot;family&quot;:&quot;Gomes&quot;,&quot;given&quot=
;:&quot;Teresa&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;p=
arse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;container-ti=
tle&quot;:&quot;2016
8th International Workshop on Resilient Networks Design and Modeling (RNDM)=
&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&quot;date-par=
ts&quot;:[[&quot;2016&quot;]]},&quot;page&quot;:&quot;1-10&quot;,&quot;titl=
e&quot;:&quot;Disaster-resilient
communication networks: Principles and best practices&quot;,&quot;type&quot=
;:&quot;paper-conference&quot;},&quot;uris&quot;:[&quot;http://www.mendeley=
.com/documents/?uuid=3D5fc39c31-a725-4d53-9375-5f47a20b1c92&quot;]}],&quot;=
mendeley&quot;:{&quot;formattedCitation&quot;:&quot;(Mauthe
et al., 2016)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Mauthe et
al., 2016)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Mauthe et a=
l.,
2016)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Mauthe
et al., 2016)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>. Para solvent=
ar
este inconveniente se puede hacer uso de redes resilientes basadas en el
paradigma denominado redes ad hoc, las cuales permiten la comunicación sin =
la
necesidad de un sistema central o algún tipo de infraestructura de red
preexistente </span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-begin;mso-field-lock:yes'></span></=
span><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>ADDIN CSL_CITA=
TION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1504/IJSNET.2019.099473&quot;,&quot;ISSN=
&quot;:&quot;17481287&quot;,&quot;abstract&quot;:&quot;The
versatile video coding (VVC) standard can efficiently compress the video da=
ta
of traffic surveillance system, however, the encoding complexity of VVC is
quite high. In this paper, we propose an efficient motion estimation (ME)
algorithm for improving the encoding complexity of VVC. First, we propose a
content oriented adaptive search range setting algorithm, where the search
range size of the children coding units (CUs) can be adaptively set by using
the best motion vector information of their parent CU. In addition, based on
the high spatial correlation and similar characteristics, we propose a fast
reference frame direction decision algorithm to further reduce the ME encod=
ing
complexity. The simulation results show that the encoding complexity saving
performance of the proposed algorithm is quite well, i.e., the total encodi=
ng
time is saved by an average of 34.27%, and the ME encoding time is saved by=
 an
average of
40.79%.&quot;,&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quo=
t;,&quot;family&quot;:&quot;Pan&quot;,&quot;given&quot;:&quot;Zhaoqing&quot=
;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:fa=
lse,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&=
quot;,&quot;family&quot;:&quot;Qin&quot;,&quot;given&quot;:&quot;He&quot;,&=
quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:false=
,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&quo=
t;,&quot;family&quot;:&quot;Yi&quot;,&quot;given&quot;:&quot;Xiaokai&quot;,=
&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:fals=
e,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&qu=
ot;,&quot;family&quot;:&quot;Zheng&quot;,&quot;given&quot;:&quot;Yuhui&quot=
;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:fa=
lse,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&=
quot;,&quot;family&quot;:&quot;Khan&quot;,&quot;given&quot;:&quot;Asifullah=
&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quo=
t;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;container-title&quot;:&quo=
t;International
Journal of Sensor Networks&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;is=
sue&quot;:&quot;2&quot;,&quot;issued&quot;:{&quot;date-parts&quot;:[[&quot;=
2019&quot;]]},&quot;page&quot;:&quot;116-125&quot;,&quot;publisher&quot;:&q=
uot;Inderscience
Publishers&quot;,&quot;title&quot;:&quot;Low complexity versatile video cod=
ing
for traffic surveillance
system&quot;,&quot;type&quot;:&quot;article-journal&quot;,&quot;volume&quot=
;:&quot;30&quot;},&quot;uris&quot;:[&quot;http://www.mendeley.com/documents=
/?uuid=3De7786850-b1ba-3e90-9454-dd074394778d&quot;,&quot;http://www.mendel=
ey.com/documents/?uuid=3D842dfee8-a7e2-46c6-93d5-30ab960fda84&quot;]}],&quo=
t;mendeley&quot;:{&quot;formattedCitation&quot;:&quot;(Pan
et al., 2019)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Pan et al=
.,
2019)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Pan et al.,
2019)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Pan
et al., 2019)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>. Por ejemplo,=
 en </span><!--[if supportFields]><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.26692/surj/2018.01.0031&quot;,&quot;ISSN=
&quot;:&quot;18131743&quot;,&quot;author&quot;:[{&quot;dropping-particle&qu=
ot;:&quot;&quot;,&quot;family&quot;:&quot;Salam&quot;,&quot;given&quot;:&qu=
ot;H.
U&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&qu=
ot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&=
quot;&quot;,&quot;family&quot;:&quot;Memo&quot;,&quot;given&quot;:&quot;S.&=
quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot=
;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&qu=
ot;&quot;,&quot;family&quot;:&quot;Das&quot;,&quot;given&quot;:&quot;L.&quo=
t;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:f=
alse,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;=
&quot;,&quot;family&quot;:&quot;Rehman&quot;,&quot;given&quot;:&quot;A.U.&q=
uot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;=
:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quo=
t;&quot;,&quot;family&quot;:&quot;Hussain&quot;,&quot;given&quot;:&quot;Z.&=
quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot=
;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;container-title&quot;:&quot=
;Sindh
University Research Journal -Science
Series&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issue&quot;:&quot;001&=
quot;,&quot;issued&quot;:{&quot;date-parts&quot;:[[&quot;2018&quot;]]},&quo=
t;page&quot;:&quot;175-182&quot;,&quot;title&quot;:&quot;Drone
Based Resilient Network Architecture for Survivals in Earthquake Zones in
Pakistan&quot;,&quot;type&quot;:&quot;article-journal&quot;,&quot;volume&qu=
ot;:&quot;50&quot;},&quot;uris&quot;:[&quot;http://www.mendeley.com/documen=
ts/?uuid=3D4a3f58f0-c4f4-41fb-8ee7-ca1885e5fbbd&quot;,&quot;http://www.mend=
eley.com/documents/?uuid=3D18140e69-eb1d-41b5-92c2-e2903ee0fc7f&quot;]}],&q=
uot;mendeley&quot;:{&quot;formattedCitation&quot;:&quot;(Salam
et al., 2018)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Salam et =
al.,
2018)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Salam et al.,
2018)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Salam
et al., 2018)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'> se propone un=
a red
ad hoc resiliente basada en drones con el propósito de mantener la comunica=
ción
durante la ocurrencia de catástrofes.<o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'mso-layout-grid-align:none;punctuation-wrap:s=
imple;
text-autospace:none;mso-line-break-override:restrictions'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>Cabe destacar que las redes ad hoc son redes descentralizadas y sin
infraestructura, donde los nodos pueden operar como dispositivos terminales=
 y
además como enrutadores para el reenvío de la información hacia dispositivos
que estén dentro de su radio de cobertura </span><!--[if supportFields]><sp=
an
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1016/J.COMCOM.2020.02.079&quot;,&quot;IS=
SN&quot;:&quot;0140-3664&quot;,&quot;abstract&quot;:&quot;Efficient
energy utilization in wireless adhoc networks is always an open issue. To
achieve energy efficiency, clustering technique would be an optimal one. In
clustering technique using advanced optimization methods will provide expec=
ted
results. By considering this, in this research work fuzzy constraints based
cluster optimization technique is proposed. This technique considers fuzzy
parameters namely device energy, device position, device movement/speed and
device hop-count for calculating the fitness value of the nodes. Based on t=
he
value cluster head selection happens. This technique is enhanced to handle
uncertainty conditions like cluster head failure, topology changes and ener=
gy
depletion of the cluster head. The proposed technique is compared with four
existing systems and the comparison results illustrates that the proposed
technique is more optimal than compared LEACH, MPO, EDC,
TCACWCA.&quot;,&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&qu=
ot;,&quot;family&quot;:&quot;Mohammed&quot;,&quot;given&quot;:&quot;Amin
Salih&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-name=
s&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quo=
t;:&quot;&quot;,&quot;family&quot;:&quot;Balaji
B&quot;,&quot;given&quot;:&quot;Saravana&quot;,&quot;non-dropping-particle&=
quot;:&quot;&quot;,&quot;parse-names&quot;:false,&quot;suffix&quot;:&quot;&=
quot;},{&quot;dropping-particle&quot;:&quot;&quot;,&quot;family&quot;:&quot=
;S&quot;,&quot;given&quot;:&quot;Saleem
Basha M.&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-n=
ames&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&=
quot;:&quot;&quot;,&quot;family&quot;:&quot;N&quot;,&quot;given&quot;:&quot=
;Asha
P.&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&q=
uot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:=
&quot;&quot;,&quot;family&quot;:&quot;K&quot;,&quot;given&quot;:&quot;Venka=
tachalam&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-n=
ames&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;container-title&qu=
ot;:&quot;Computer
Communications&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{=
&quot;date-parts&quot;:[[&quot;2020&quot;,&quot;3&quot;]]},&quot;page&quot;=
:&quot;501-508&quot;,&quot;publisher&quot;:&quot;Elsevier&quot;,&quot;title=
&quot;:&quot;FCO
—&nbsp;Fuzzy constraints applied Cluster Optimization technique for Wireless
AdHoc
Networks&quot;,&quot;type&quot;:&quot;article-journal&quot;,&quot;volume&qu=
ot;:&quot;154&quot;},&quot;uris&quot;:[&quot;http://www.mendeley.com/docume=
nts/?uuid=3De8ce54d0-13ca-3ef5-acac-c48f25a2ae65&quot;,&quot;http://www.men=
deley.com/documents/?uuid=3Dad27db1c-71c9-4eb4-b636-d55c74315be7&quot;]}],&=
quot;mendeley&quot;:{&quot;formattedCitation&quot;:&quot;(Mohammed
et al., 2020)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Mohammed =
et
al., 2020)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Mohammed et
al., 2020)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;sc=
hema&quot;:&quot;https://github.com/citation-style-language/schema/raw/mast=
er/csl-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Mohammed
et al., 2020)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>. En este tipo=
 de
redes, el comportamiento de métricas tales como el <span class=3DSpellE><i>=
delay</i></span>
o el <span class=3DSpellE><i>throughput</i></span> requieren de un análisis
detallado. Por ejemplo, en </span><!--[if supportFields]><span lang=3DEN-US
style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-element:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1016/j.adhoc.2016.07.007&quot;,&quot;ISS=
N&quot;:&quot;15708705&quot;,&quot;abstract&quot;:&quot;This
paper presents a performance evaluation of the scalable video streaming over
mobile ad hoc networks. In particular, we focus on the rate-adaptive method=
 for
streaming scalable video (H.264/SVC). For effective adaptation a new
cross-layer routing protocol is introduced. This protocol provides an effic=
ient
algorithm for available bandwidth estimation. With this information, the vi=
deo
source adjusts its bit rate during the video transmission according to the
network state. We also propose a free simulation framework that supports
evaluation studies for scalable video streaming. The simulation experiments
performed in this study involve the transmission of SVC streams with Medium
Grain Scalability (MGS) as well as temporal scalability over different netw=
ork
scenarios. The results reveal that the rate-adaptive strategy helps avoid or
reduce the congestion in MANETs obtaining a better quality in the received
videos. Additionally, an actual ad hoc network was implemented using embedd=
ed
devices (Raspberry Pi) in order to assess the performance of the proposed
adaptive transmission mechanism in a real environment. Additional experimen=
ts
were carried out prior to the implementation with the aim of characterizing=
 the
wireless medium and packet loss profile. Finally, the proposed approach sho=
ws
an important reduction in energy consumption, as the study revealed.&quot;,=
&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;,&quot;famil=
y&quot;:&quot;González&quot;,&quot;given&quot;:&quot;Santiago&quot;,&quot;n=
on-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:false,&quot=
;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&quot;,&qu=
ot;family&quot;:&quot;Castellanos&quot;,&quot;given&quot;:&quot;Wilder&quot=
;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:fa=
lse,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&=
quot;,&quot;family&quot;:&quot;Guzmán&quot;,&quot;given&quot;:&quot;Paola&q=
uot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;=
:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quo=
t;&quot;,&quot;family&quot;:&quot;Arce&quot;,&quot;given&quot;:&quot;Pau&qu=
ot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:=
false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot=
;&quot;,&quot;family&quot;:&quot;Guerri&quot;,&quot;given&quot;:&quot;Juan
Carlos&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-nam=
es&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;container-title&quot=
;:&quot;Ad
Hoc Networks&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&q=
uot;date-parts&quot;:[[&quot;2016&quot;]]},&quot;page&quot;:&quot;89-105&qu=
ot;,&quot;title&quot;:&quot;Simulation
and experimental testbed for adaptive video streaming in ad hoc
networks&quot;,&quot;type&quot;:&quot;article-journal&quot;,&quot;volume&qu=
ot;:&quot;52&quot;},&quot;uris&quot;:[&quot;http://www.mendeley.com/documen=
ts/?uuid=3D17d816a8-9790-4a9f-8d62-ca7791bbbafb&quot;]}],&quot;mendeley&quo=
t;:{&quot;formattedCitation&quot;:&quot;(González
et al., 2016)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(González =
et
al., 2016)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(González et
al.,
2016)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(González
et al., 2016)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'> se realiza una
evaluación del rendimiento del <span class=3DSpellE><i>streaming</i></span>=
 de
video escalable en una red MANET (<i>Mobile Ad hoc Networks</i>), y se
demuestra que a medida que aumenta el número de nodos, el <span class=3DSpe=
llE><i
style=3D'mso-bidi-font-style:normal'>throughput</i></span> disminuye en el
receptor. Además, en </span><!--[if supportFields]><span lang=3DEN-US
style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-element:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;,&=
quot;family&quot;:&quot;Iliana&quot;,&quot;given&quot;:&quot;Edna&quot;,&qu=
ot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:false,&=
quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&quot;=
,&quot;family&quot;:&quot;Ángel&quot;,&quot;given&quot;:&quot;Miguel&quot;,=
&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:fals=
e,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&qu=
ot;,&quot;family&quot;:&quot;Roberto
Carlos&quot;,&quot;given&quot;:&quot;Ambrosio-lazáro&quot;,&quot;non-droppi=
ng-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:false,&quot;suffix&q=
uot;:&quot;&quot;}],&quot;container-title&quot;:&quot;Marzo&quot;,&quot;id&=
quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&quot;date-parts&quot;:[[&quot=
;2017&quot;]]},&quot;page&quot;:&quot;1-9&quot;,&quot;title&quot;:&quot;Aná=
lisis
del parámetro Throughput en una red Ad hoc y MANET en el estándar
802.11ac&quot;,&quot;type&quot;:&quot;article-journal&quot;,&quot;volume&qu=
ot;:&quot;3&quot;},&quot;uris&quot;:[&quot;http://www.mendeley.com/document=
s/?uuid=3Dcdfdf3d6-7d14-3aa0-ae22-e8fd8f58ebda&quot;]}],&quot;mendeley&quot=
;:{&quot;formattedCitation&quot;:&quot;(Iliana
et al., 2017)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Iliana et
al., 2017)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Iliana et a=
l.,
2017)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Iliana
et al., 2017)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'> se establece =
que el
<span class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>throughput</i>=
</span>
también disminuye dependiendo del número de dispositivos que ocupan el mismo
canal inalámbrico.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>De forma similar, en </span><!--[if supportFields]><span lang=3DEN-US
style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-element:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;,&=
quot;family&quot;:&quot;Tolentino
Medrano&quot;,&quot;given&quot;:&quot;Néstor
Antonio&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-na=
mes&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;id&quot;:&quot;ITEM=
-1&quot;,&quot;issued&quot;:{&quot;date-parts&quot;:[[&quot;2021&quot;]]},&=
quot;title&quot;:&quot;Diseño
e implementación de un nodo VANET considerando un sistema de control dispar=
ado
por eventos&quot;,&quot;type&quot;:&quot;webpage&quot;},&quot;uris&quot;:[&=
quot;http://www.mendeley.com/documents/?uuid=3D2f57cff6-aaf5-38ec-8774-ad1e=
94b6a655&quot;,&quot;http://www.mendeley.com/documents/?uuid=3D81c928c4-923=
3-4aa6-b161-cc44d148d13b&quot;]}],&quot;mendeley&quot;:{&quot;formattedCita=
tion&quot;:&quot;(Tolentino
Medrano, 2021)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Tolentino
Medrano, 2021)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Tolenti=
no
Medrano,
2021)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Tolentino
Medrano, 2021)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso=
-fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'> se recalca qu=
e la
característica dinámica y la alta movilidad ocasionan pérdida de enlaces, lo
que disminuye el <span class=3DSpellE><i style=3D'mso-bidi-font-style:norma=
l'>throughput</i></span>.
Por otro lado, en </span><!--[if supportFields]><span lang=3DEN-US
style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-element:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1007/S11276-019-02198-X&quot;,&quot;ISSN=
&quot;:&quot;1572-8196&quot;,&quot;abstract&quot;:&quot;In
a vehicular ad hoc network (VANET), a road side unit (RSU) is a network tra=
ffic
transmitter statically placed along the route to facilitate communication
between vehicles and network infrastructure. The transmission and propagati=
on
delays, and the capacity of a VANET greatly depend upon the relative positi=
ons
of RSUs along the road. In this paper, we investigate the problem of RSU
placement on a highway-like roadway and propose a scheme that reduces netwo=
rk
latency while ensuring good network capacity. In this regard, an integer li=
near
programming model with the objective of minimizing network latency has been
developed that depicts the network under consideration. Optimization techni=
ques
have then been applied to determine the RSU deployment that provides the
minimum network latency. The proposed scheme was validated by generating
traffic mobility patterns by using VanetMobiSim and performing simulations =
in
NS2. In-depth comparative analyses of the proposed scheme with uniform
distribution scheme and cost-effective strategy showed a reduction of 25% a=
nd
10% in network latency, respectively and thus established the superiority of
the proposed
solution.&quot;,&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&q=
uot;,&quot;family&quot;:&quot;Ahmed&quot;,&quot;given&quot;:&quot;Zeeshan&q=
uot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;=
:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quo=
t;&quot;,&quot;family&quot;:&quot;Naz&quot;,&quot;given&quot;:&quot;Saba&qu=
ot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:=
false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot=
;&quot;,&quot;family&quot;:&quot;Ahmed&quot;,&quot;given&quot;:&quot;Jamil&=
quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot=
;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;container-title&quot;:&quot=
;Wireless
Networks 2020
26:4&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issue&quot;:&quot;4&quot=
;,&quot;issued&quot;:{&quot;date-parts&quot;:[[&quot;2020&quot;,&quot;1&quo=
t;]]},&quot;page&quot;:&quot;2905-2914&quot;,&quot;publisher&quot;:&quot;Sp=
ringer&quot;,&quot;title&quot;:&quot;Minimizing
transmission delays in vehicular ad hoc networks by optimized placement of
road-side
unit&quot;,&quot;type&quot;:&quot;article-journal&quot;,&quot;volume&quot;:=
&quot;26&quot;},&quot;uris&quot;:[&quot;http://www.mendeley.com/documents/?=
uuid=3D892750db-44b7-3639-8ef6-3f3b151c3076&quot;,&quot;http://www.mendeley=
.com/documents/?uuid=3D87847cdb-2aad-43ce-be76-f06b383a8341&quot;]}],&quot;=
mendeley&quot;:{&quot;formattedCitation&quot;:&quot;(Ahmed
et al., 2020)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Ahmed et =
al.,
2020)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Ahmed et al.,
2020)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Ahmed
et al., 2020)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>, se demuestra=
 que
el retardo de propagación (<span class=3DSpellE><i style=3D'mso-bidi-font-s=
tyle:
normal'>delay</i></span>) de un enlace multisalto depende del número de
repetidores y de la distancia entre repetidores adyacentes. En tal contexto=
, en
</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-fareast-langu=
age:
ES-MX'><span style=3D'mso-element:field-begin;mso-field-lock:yes'></span></=
span><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>ADDIN CSL_CITA=
TION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1145/2810379.2810391&quot;,&quot;ISBN&qu=
ot;:&quot;9781450337595&quot;,&quot;abstract&quot;:&quot;This
paper presents a performance evaluation of the scalable video streaming over
mobile ad hoc networks. In particular, we focus on the rate-adaptive method=
 for
streaming scalable video (H.264/SVC). For effective adaptation a new
cross-layer routing protocol is introduced. This protocol provides an effic=
ient
algorithm for available bandwidth estimation. With this information, the vi=
deo
source adjusts its bit rate during the video transmission according to the
network state. We also propose a free simulation framework that supports
evaluation studies for scalable video streaming. The simulation experiments
performed in this study involve the transmission of SVC streams with Medium=
 Grain
Scalability (MGS) as well as temporal scalability over different network
scenarios. The results reveal that the rate-adaptive strategy helps avoid or
reduce the congestion in MANETs obtaining a better quality in the received
videos.&quot;,&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quo=
t;,&quot;family&quot;:&quot;Castellanos&quot;,&quot;given&quot;:&quot;Wilde=
r&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&qu=
ot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&=
quot;&quot;,&quot;family&quot;:&quot;Guzmán&quot;,&quot;given&quot;:&quot;P=
aola&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names=
&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot=
;:&quot;&quot;,&quot;family&quot;:&quot;Arce&quot;,&quot;given&quot;:&quot;=
Pau&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&=
quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;=
:&quot;&quot;,&quot;family&quot;:&quot;Guerri&quot;,&quot;given&quot;:&quot=
;Juan
Carlos&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-nam=
es&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;container-title&quot=
;:&quot;PE-WASUN
2015 - Proceedings of the 12th ACM Symposium on Performance Evaluation of
Wireless Ad Hoc, Sensor, and Ubiquitous
Networks&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&quot;=
date-parts&quot;:[[&quot;2015&quot;,&quot;11&quot;]]},&quot;page&quot;:&quo=
t;33-40&quot;,&quot;publisher&quot;:&quot;Association
for Computing Machinery, Inc&quot;,&quot;title&quot;:&quot;Mechanisms for
improving the scalable video streaming in mobile Ad hoc
networks&quot;,&quot;type&quot;:&quot;article-journal&quot;},&quot;uris&quo=
t;:[&quot;http://www.mendeley.com/documents/?uuid=3D7f7d1276-7fcf-3823-9292=
-65f16b98bd27&quot;,&quot;http://www.mendeley.com/documents/?uuid=3D957ec68=
d-6200-4d40-97b2-c42e774223c2&quot;]}],&quot;mendeley&quot;:{&quot;formatte=
dCitation&quot;:&quot;(Castellanos
et al., 2015)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Castellan=
os
et al., 2015)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Castella=
nos
et al., 2015)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot=
;schema&quot;:&quot;https://github.com/citation-style-language/schema/raw/m=
aster/csl-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Castellanos
et al., 2015)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>, se plantea u=
na
estrategia de transmisión adaptativa de video en función del ancho de banda
disponible en la red, lo que permitiría reducir la congestión y por tanto l=
a pérdida
de paquetes.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>En lo que respecta a situaciones de emergencia, es importante dotar a
las personas afectadas y al personal de emergencia la capacidad de establec=
er y
utilizar rápidamente medios de comunicación independientes. De esta manera,=
 en </span><!--[if supportFields]><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1016/J.ADHOC.2019.03.010&quot;,&quot;ISS=
N&quot;:&quot;1570-8705&quot;,&quot;abstract&quot;:&quot;Natural
and man-made disasters have been causing destruction and distress to humani=
ty
all over the world. In these scenarios, communication infrastructures are t=
he
most affected entities making the rescue and emergency response operations
extremely challenging. This invokes a need to equip the affected people and=
 the
emergency responders with the ability to rapidly set up and use independent
means of communication. Therefore, in this work, we present a complete
end-to-end solution that can connect survivors of a disaster with each other
and the authorities using a completely self-sufficient ad hoc network that =
can
be setup rapidly. Accordingly, we develop a Heterogeneous Efficient Low Pow=
er
Radio (HELPER) that acts as a WiFi (Wireless Fidelity) access point for
end-users to connect using website application developed by us. These HELPE=
Rs
then coordinate with each other to form a LoRa based ad hoc network. To this
end, we propose a novel cross-layer optimized distributed energy-efficient
routing (SEEK) algorithm that aims to maximize the network lifetime. This
aspect is critical especially in energy constrained scenarios after a disas=
ter.
To prove the feasibility of the solutions, we prototype the HELPER using Wi=
Fi
enabled Raspberry Pi and LoRa module that is configured to run using Li-ion
batteries. We implement the required cross-layer protocol stack along with =
the
SEEK routing algorithm and develop a website application that an end-user c=
an
avail to connect using any device such as smartphones, tablets, laptops etc=
. We
have conducted demonstrations to establish the feasibility of exchanging of
text messages over the HELPER network, live map updates, ability to send
distress messages (like 9-1-1 calls) to authorities. In the context of
authorities, we have shown how they can leverage this technology to remotely
monitor the connectivity of the affected area, alert users of imminent dang=
ers and
share resource (water, food, first aid) availability information. We have a=
lso
conducted an extensive numerical evaluation of SEEK algorithm against a gre=
edy
geographical routing algorithm using the HELPER testbed. Results showed up =
to
53% improvement in network lifetime and up to 28% improvement in throughput.
Overall, we hope this technology will become instrumental in improving the
efficiency and effectiveness of public safety
activities.&quot;,&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;=
&quot;,&quot;family&quot;:&quot;Jagannath&quot;,&quot;given&quot;:&quot;Jit=
hin&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&=
quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;=
:&quot;&quot;,&quot;family&quot;:&quot;Furman&quot;,&quot;given&quot;:&quot=
;Sean&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-name=
s&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quo=
t;:&quot;&quot;,&quot;family&quot;:&quot;Jagannath&quot;,&quot;given&quot;:=
&quot;Anu&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-=
names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle=
&quot;:&quot;&quot;,&quot;family&quot;:&quot;Ling&quot;,&quot;given&quot;:&=
quot;Luther&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;pars=
e-names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-partic=
le&quot;:&quot;&quot;,&quot;family&quot;:&quot;Burger&quot;,&quot;given&quo=
t;:&quot;Andrew&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;=
parse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-pa=
rticle&quot;:&quot;&quot;,&quot;family&quot;:&quot;Drozd&quot;,&quot;given&=
quot;:&quot;Andrew&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&qu=
ot;parse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;containe=
r-title&quot;:&quot;Ad
Hoc
Networks&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&quot;=
date-parts&quot;:[[&quot;2019&quot;,&quot;6&quot;,&quot;1&quot;]]},&quot;pa=
ge&quot;:&quot;218-235&quot;,&quot;publisher&quot;:&quot;Elsevier&quot;,&qu=
ot;title&quot;:&quot;HELPER:
Heterogeneous Efficient Low Power Radio for enabling ad hoc emergency public
safety
networks&quot;,&quot;type&quot;:&quot;article-journal&quot;,&quot;volume&qu=
ot;:&quot;89&quot;},&quot;uris&quot;:[&quot;http://www.mendeley.com/documen=
ts/?uuid=3D25ff2545-36a9-3ef8-9988-3a6aa4a072d4&quot;]}],&quot;mendeley&quo=
t;:{&quot;formattedCitation&quot;:&quot;(Jagannath
et al., 2019)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Jagannath=
 et
al., 2019)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Jagannath et
al., 2019)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;sc=
hema&quot;:&quot;https://github.com/citation-style-language/schema/raw/mast=
er/csl-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Jagannath
et al., 2019)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'> se presenta u=
na
solución completa de extremo a extremo que puede conectar a los supervivien=
tes
de una catástrofe entre sí y con las autoridades mediante una red ad hoc
autosuficiente. De la misma forma, gracias a la movilidad de los vehículos
aéreos no tripulados (<span class=3DSpellE>UAVs</span>), es posible crear u=
na
comunicación de red aérea para emergencias que apoye rápidamente y garantice
las condiciones estrictas de tiempo en la búsqueda y rescate.<o:p></o:p></s=
pan></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>En </span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-far=
east-language:
ES-MX'><span style=3D'mso-element:field-begin;mso-field-lock:yes'></span></=
span><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>ADDIN CSL_CITA=
TION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1007/978-3-030-36614-8_37/COVER&quot;,&q=
uot;ISBN&quot;:&quot;9783030366131&quot;,&quot;ISSN&quot;:&quot;16113349&qu=
ot;,&quot;abstract&quot;:&quot;Flying
ad-hoc networks are widely used in various fields, especially in searching =
and
rescuing of people by using unmanned aerial systems, which includes one or =
more
mobile base stations and mission-oriented UAVs. Thanks to the mobility of U=
AVs,
we can create a communication of Flying Network for Emergencies to support
quickly and ensure strict conditions of the time in searching and rescuing.=
 In
this paper, we propose an architecture that supports the communication among
rescuers or between rescuers with victims or between victims with their
relatives by using the flying network for emergency over satellite systems.=
 We
particularly propose a MAC protocol based on IEEE 802.11p and IEEE 1609.4
protocols called Cluster-based Multichannel MAC IEEE 802.11p protocol to
support communication in flying ad-hoc network for
emergency.&quot;,&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&=
quot;,&quot;family&quot;:&quot;Dinh&quot;,&quot;given&quot;:&quot;Truong
Duy&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&=
quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;=
:&quot;&quot;,&quot;family&quot;:&quot;Le&quot;,&quot;given&quot;:&quot;Duc
Tran&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names=
&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot=
;:&quot;&quot;,&quot;family&quot;:&quot;Tran&quot;,&quot;given&quot;:&quot;=
Thi
Thu
Thao&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names=
&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot=
;:&quot;&quot;,&quot;family&quot;:&quot;Kirichek&quot;,&quot;given&quot;:&q=
uot;Ruslan&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse=
-names&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;container-title&=
quot;:&quot;Lecture
Notes in Computer Science (including subseries Lecture Notes in Artificial
Intelligence and Lecture Notes in
Bioinformatics)&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:=
{&quot;date-parts&quot;:[[&quot;2019&quot;]]},&quot;page&quot;:&quot;479-49=
4&quot;,&quot;publisher&quot;:&quot;Springer&quot;,&quot;title&quot;:&quot;=
Flying
Ad-Hoc Network for Emergency Based on IEEE 802.11p Multichannel MAC
Protocol&quot;,&quot;type&quot;:&quot;article-journal&quot;,&quot;volume&qu=
ot;:&quot;11965
LNCS&quot;},&quot;uris&quot;:[&quot;http://www.mendeley.com/documents/?uuid=
=3D238398a4-f563-34d4-99fd-459ae6530cf6&quot;]}],&quot;mendeley&quot;:{&quo=
t;formattedCitation&quot;:&quot;(Dinh
et al., 2019)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Dinh et a=
l.,
2019)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Dinh et al.,
2019)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Dinh
et al., 2019)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>, se propone u=
na
arquitectura que apoya la comunicación entre los rescatistas y las víctimas
mediante el uso de la red aérea ad hoc para emergencias. Además, la mayor p=
arte
de las infraestructuras están dañadas o completamente destruidas en los
escenarios posteriores a las catástrofes, por ello, se puede utilizar una r=
ed
ad hoc vehicular (VANET) para llevar a cabo la operación de rescate, ya que=
 no
requiere ninguna infraestructura preexistente. </span><span lang=3DEN-US
style=3D'mso-fareast-language:ES-MX'>En <span class=3DSpellE>este</span> <s=
pan
class=3DSpellE>contexto</span>, en </span><!--[if supportFields]><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-begin;
mso-field-lock:yes'></span>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.3390/S19051150&quot;,&quot;ISSN&quot;:&q=
uot;1424-8220&quot;,&quot;PMID&quot;:&quot;30866451&quot;,&quot;abstract&qu=
ot;:&quot;Natural
disasters and catastrophes not only cost the loss of human lives, but adver=
sely
affect the progress toward sustainable development of the country. As soon =
as
disaster strikes, the first and foremost challenge for the concerned
authorities is to make an expeditious response. Consequently, they need to =
be
highly-organized, properly-trained, and sufficiently-equipped to effectively
respond and limit the destructive effects of a disaster. In such circumstan=
ces,
communication plays a vital role, whereby the consequences of tasks assigne=
d to
the workers for rescue and relief services may be streamlined by relaying
necessary information among themselves. Moreover, most of the infrastructur=
e is
either severely damaged or completely destroyed in post-disaster scenarios;
therefore, a Vehicular Ad Hoc Network (VANET) is used to carry out the resc=
ue
operation, as it does not require any pre-existing infrastructure. In this
context, the current work proposes and validates an effective way to relay =
the
crucial information through the development of an application and the
deployment of an experimental TestBed in a vehicular environment. The TestB=
ed
may able to provide a way to design and validate the algorithms. It provide=
s a
number of vehicles with onboard units embedded with a credit-card-size
microcomputer called Raspberry Pi and a Global Positioning System (GPS) mod=
ule.
Additionally, it dispatches one of the pre-defined codes of emergency messa=
ges
based on the level of urgency through multiple hops to a central control ro=
om.
Depending on the message code received from a client, the server take</span=
><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>s appropriate
action. Furthermore, the solution also provides a graphical interface that =
is
easy to interpret and to understand at the control room to visualize the re=
scue
operation on the
fly.&quot;,&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;,=
&quot;family&quot;:&quot;Khaliq&quot;,&quot;given&quot;:&quot;Kishwer
Abdul&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-name=
s&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quo=
t;:&quot;&quot;,&quot;family&quot;:&quot;Chughtai&quot;,&quot;given&quot;:&=
quot;Omer&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-=
names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle=
&quot;:&quot;&quot;,&quot;family&quot;:&quot;Shahwani&quot;,&quot;given&quo=
t;:&quot;Abdullah&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quo=
t;parse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-=
particle&quot;:&quot;&quot;,&quot;family&quot;:&quot;Qayyum&quot;,&quot;giv=
en&quot;:&quot;Amir&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&q=
uot;parse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;droppin=
g-particle&quot;:&quot;&quot;,&quot;family&quot;:&quot;Pannek&quot;,&quot;g=
iven&quot;:&quot;Jürgen&quot;,&quot;non-dropping-particle&quot;:&quot;&quot=
;,&quot;parse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;con=
tainer-title&quot;:&quot;Sensors
2019, Vol. 19, Page
1150&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issue&quot;:&quot;5&quot=
;,&quot;issued&quot;:{&quot;date-parts&quot;:[[&quot;2019&quot;,&quot;3&quo=
t;,&quot;7&quot;]]},&quot;page&quot;:&quot;1150&quot;,&quot;publisher&quot;=
:&quot;Multidisciplinary
Digital Publishing Institute&quot;,&quot;title&quot;:&quot;An Emergency Res=
ponse
System: Construction, Validation, and Experiments for Disaster Management i=
n a
Vehicular Environment&quot;,&quot;type&quot;:&quot;article-journal&quot;,&q=
uot;volume&quot;:&quot;19&quot;},&quot;uris&quot;:[&quot;http://www.mendele=
y.com/documents/?uuid=3Dde3318a2-80dc-3d91-ae4f-7c00828fbabc&quot;]}],&quot=
;mendeley&quot;:{&quot;formattedCitation&quot;:&quot;(Khaliq
et al., 2019)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Khaliq et
al., 2019)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;sc=
hema&quot;:&quot;https://github.com/citation-style-language/schema/raw/mast=
er/csl-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Khaliq
et al., 2019)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'> se plantea y =
valida
una forma eficaz de transmitir la información crucial mediante el desarroll=
o de
una aplicación y el despliegue de un <span class=3DSpellE>testbed</span>
experimental en un entorno vehicular.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>Por otro lado, la vigilancia del tráfico es un aspecto importante pa=
ra
los Sistemas Inteligentes de Transporte (ITS) que ayudan a detectar inciden=
tes
automáticamente. En estos casos, las redes ad-hoc podrían ser una opción vi=
able
y de bajo coste, no <span class=3DGramE>obstante</span> la transmisión de v=
ideo
manteniendo un nivel adecuado de calidad de servicio, es un desafío. Por tal
motivo, </span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-farea=
st-language:
ES-MX'><span style=3D'mso-element:field-begin;mso-field-lock:yes'></span></=
span><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>ADDIN CSL_CITA=
TION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1016/j.future.2020.10.010&quot;,&quot;IS=
SN&quot;:&quot;0167-739X&quot;,&quot;author&quot;:[{&quot;dropping-particle=
&quot;:&quot;&quot;,&quot;family&quot;:&quot;Felici-castell&quot;,&quot;giv=
en&quot;:&quot;Santiago&quot;,&quot;non-dropping-particle&quot;:&quot;&quot=
;,&quot;parse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dro=
pping-particle&quot;:&quot;&quot;,&quot;family&quot;:&quot;García-pineda&qu=
ot;,&quot;given&quot;:&quot;Miguel&quot;,&quot;non-dropping-particle&quot;:=
&quot;&quot;,&quot;parse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;}=
,{&quot;dropping-particle&quot;:&quot;&quot;,&quot;family&quot;:&quot;Segur=
a-garcia&quot;,&quot;given&quot;:&quot;Jaume&quot;,&quot;non-dropping-parti=
cle&quot;:&quot;&quot;,&quot;parse-names&quot;:false,&quot;suffix&quot;:&qu=
ot;&quot;},{&quot;dropping-particle&quot;:&quot;&quot;,&quot;family&quot;:&=
quot;Fayos-jordan&quot;,&quot;given&quot;:&quot;Rafael&quot;,&quot;non-drop=
ping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:false,&quot;suffix=
&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&quot;,&quot;fami=
ly&quot;:&quot;Lopez-ballester&quot;,&quot;given&quot;:&quot;Jesus&quot;,&q=
uot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:false,=
&quot;suffix&quot;:&quot;&quot;}],&quot;container-title&quot;:&quot;Future
Generation Computer
Systems&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&quot;d=
ate-parts&quot;:[[&quot;2021&quot;]]},&quot;page&quot;:&quot;741-755&quot;,=
&quot;publisher&quot;:&quot;Elsevier
B.V.&quot;,&quot;title&quot;:&quot;Adaptive live video streaming on low-cost
wireless multihop networks for road traffic surveillance in smart
cities&quot;,&quot;type&quot;:&quot;article-journal&quot;,&quot;volume&quot=
;:&quot;115&quot;},&quot;uris&quot;:[&quot;http://www.mendeley.com/document=
s/?uuid=3D0c8038c0-79a6-4a9a-9455-31a0c4a4a8aa&quot;]}],&quot;mendeley&quot=
;:{&quot;formattedCitation&quot;:&quot;(Felici-castell
et al.,
2021)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Felici-castell et
al., 2021)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Felici-cast=
ell
et al., 2021)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot=
;schema&quot;:&quot;https://github.com/citation-style-language/schema/raw/m=
aster/csl-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Felici-castell
et al., 2021)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'><span
style=3D'mso-spacerun:yes'>  </span>presentan una técnica de transmisión de=
 vídeo
adaptativo en tiempo real para transportar flujos de vídeo desde las cámara=
s a
los servidores externos de monitorización del tráfico.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>Por otra parte, la gran popularidad de las aplicaciones <span
class=3DGramE>multimedia,</span> ha impulsado un rápido crecimiento del con=
sumo
de contenidos de alta resolución, incrementando de forma dramática la deman=
da
de ancho de banda. En tal sentido, el uso de códecs resulta fundamental ya =
que
permiten comprimir los datos, lo que contribuye a reducir la carga de tráfi=
co
en la red, el almacenamiento requerido y por tanto mejorar la velocidad de
trasferencia. Cabe indicar que, el desarrollo de códecs representa una líne=
a activa
de investigación y en constante evolución </span><!--[if supportFields]><sp=
an
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;,&=
quot;family&quot;:&quot;Rao&quot;,&quot;given&quot;:&quot;K
R&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&qu=
ot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&=
quot;&quot;,&quot;family&quot;:&quot;Bredow&quot;,&quot;given&quot;:&quot;J=
onathan
W&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&qu=
ot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&=
quot;&quot;,&quot;family&quot;:&quot;Manry&quot;,&quot;given&quot;:&quot;Mi=
chael
T&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&qu=
ot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&=
quot;&quot;,&quot;family&quot;:&quot;Devarajan&quot;,&quot;given&quot;:&quo=
t;Venkat&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-n=
ames&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&=
quot;:&quot;&quot;,&quot;family&quot;:&quot;Karthikeyan&quot;,&quot;given&q=
uot;:&quot;Ramaswamy&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&=
quot;parse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;droppi=
ng-particle&quot;:&quot;&quot;,&quot;family&quot;:&quot;Dillon&quot;,&quot;=
given&quot;:&quot;William
E&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&qu=
ot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;id&quot;:&quot;ITEM-1&quo=
t;,&quot;issued&quot;:{&quot;date-parts&quot;:[[&quot;2020&quot;]]},&quot;t=
itle&quot;:&quot;Heterogeneous
Transcoding for Next Generation Multimedia Video Codecs for Efficient
Communication The members of the Committee approve the doctoral dissertatio=
n of
SHREYANKA
SUBBARAYAPPA&quot;,&quot;type&quot;:&quot;article-journal&quot;},&quot;uris=
&quot;:[&quot;http://www.mendeley.com/documents/?uuid=3Dd822092c-dd27-33f0-=
8371-4a43c147e9f4&quot;,&quot;http://www.mendeley.com/documents/?uuid=3Dc85=
93ed0-e35b-48bc-851a-2376c9b7fe08&quot;]}],&quot;mendeley&quot;:{&quot;form=
attedCitation&quot;:&quot;(Rao
et al., 2020)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Rao et al=
.,
2020)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Rao et al.,
2020)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Rao
et al., 2020)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>. Entre los
estándares más usados se tiene: H264, H265, VP8 y VP9 </span><!--[if suppor=
tFields]><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;,&=
quot;family&quot;:&quot;Bienik&quot;,&quot;given&quot;:&quot;Juraj&quot;,&q=
uot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:false,=
&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&quot=
;,&quot;family&quot;:&quot;Uhrina&quot;,&quot;given&quot;:&quot;Miroslav&qu=
ot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:=
false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot=
;&quot;,&quot;family&quot;:&quot;Kuba&quot;,&quot;given&quot;:&quot;Michal&=
quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot=
;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&qu=
ot;&quot;,&quot;family&quot;:&quot;Vaculik&quot;,&quot;given&quot;:&quot;Ma=
rtin&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names=
&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;container-title&quot;:=
&quot;2016
19th International Conference on Network-Based Information Systems
(NBiS)&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&quot;da=
te-parts&quot;:[[&quot;2016&quot;]]},&quot;page&quot;:&quot;246-252&quot;,&=
quot;title&quot;:&quot;Performance
of H. 264, H. 265, VP8 and VP9 Compression Standards for High
Resolutions&quot;,&quot;type&quot;:&quot;paper-conference&quot;},&quot;uris=
&quot;:[&quot;http://www.mendeley.com/documents/?uuid=3D02be7946-f053-4217-=
94d4-9f4e0b56e31d&quot;]}],&quot;mendeley&quot;:{&quot;formattedCitation&qu=
ot;:&quot;(Bienik
et al., 2016)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Bienik et
al., 2016)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Bienik et a=
l.,
2016)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Bienik
et al., 2016)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>.<o:p></o:p></=
span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>En lo que respecta al análisis de códecs, en </span><!--[if supportF=
ields]><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1007/978-3-319-61949-1_6&quot;,&quot;ISB=
N&quot;:&quot;9783319619484&quot;,&quot;ISSN&quot;:&quot;18678211&quot;,&qu=
ot;abstract&quot;:&quot;Video
consumption over VANETs will increase significantly bandwidth and will occu=
py
an important part of the overall data traffic. To decrease the load on the
VANET infrastructure and reduce bandwidth taken by video, high efficiency v=
ideo
codecs have been developed. In this work, a benchmarking of H.265/HEVC,
H.264/AVC and Google VP9 has been conducted by means of objective and
subjective evaluations, assuming an urban VANET scenario. Considering a wide
range of bit rates from very low to high, results show a clear advantage of
HEVC with average bit rate savings of 27% when compared to VP9 and 49% when
compared to
AVC.&quot;,&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;,=
&quot;family&quot;:&quot;Paredes&quot;,&quot;given&quot;:&quot;Cristhian
Iza&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&=
quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;=
:&quot;&quot;,&quot;family&quot;:&quot;Mezher&quot;,&quot;given&quot;:&quot=
;Ahmad
Mohamad&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-na=
mes&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&q=
uot;:&quot;&quot;,&quot;family&quot;:&quot;Igartua&quot;,&quot;given&quot;:=
&quot;Mónica
Aguilar&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-na=
mes&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;container-title&quo=
t;:&quot;Lecture
Notes of the Institute for Computer Sciences, Social-Informatics and
Telecommunications Engineering,
LNICST&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&quot;da=
te-parts&quot;:[[&quot;2016&quot;,&quot;11&quot;]]},&quot;page&quot;:&quot;=
51-60&quot;,&quot;publisher&quot;:&quot;Springer,
Cham&quot;,&quot;title&quot;:&quot;Performance Comparison of H.265/HEVC,
H.264/AVC and VP9 Encoders in Video Dissemination over
VANETs&quot;,&quot;type&quot;:&quot;article-journal&quot;,&quot;volume&quot=
;:&quot;195
LNICST&quot;},&quot;uris&quot;:[&quot;http://www.mendeley.com/documents/?uu=
id=3D9d4e9984-be7e-3203-a427-8c5a476a1fcd&quot;,&quot;http://www.mendeley.c=
om/documents/?uuid=3De9e1e914-6042-4887-8cda-282c66d43d15&quot;]}],&quot;me=
ndeley&quot;:{&quot;formattedCitation&quot;:&quot;(Paredes
et al., 2016)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Paredes et
al., 2016)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Paredes et =
al.,
2016)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Paredes
et al., 2016)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'> se indica que=
 para
aplicaciones en <span class=3DSpellE>VANET’s</span> (<i>Vehicular Ad hoc
Networks)</i> el estándar H.265/HEVC es superior en compresión a los estánd=
ares
H.264/AVC y VP9. En cuanto a velocidad de codificación, en </span><!--[if s=
upportFields]><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1145/3325867.3325873&quot;,&quot;ISSN&qu=
ot;:&quot;2375-0529&quot;,&quot;abstract&quot;:&quot;Today's
popular video coding standards, such as H.264/AVC, are widely used to encode
video into bit streams for storage and transmission. With the explosive gro=
wth
of various video applications,
H....&quot;,&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;=
,&quot;family&quot;:&quot;ZhangTicao&quot;,&quot;given&quot;:&quot;&quot;,&=
quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:false=
,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&quo=
t;,&quot;family&quot;:&quot;MaoShiwen&quot;,&quot;given&quot;:&quot;&quot;,=
&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:fals=
e,&quot;suffix&quot;:&quot;&quot;}],&quot;container-title&quot;:&quot;GetMo=
bile:
Mobile Computing and
Communications&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issue&quot;:&q=
uot;4&quot;,&quot;issued&quot;:{&quot;date-parts&quot;:[[&quot;2019&quot;,&=
quot;5&quot;]]},&quot;page&quot;:&quot;13-20&quot;,&quot;publisher&quot;:&q=
uot;\n\t\tACM\n\t\tPUB27\n\t\tNew
York, NY, USA\n\t&quot;,&quot;title&quot;:&quot;An Overview of Emerging Vid=
eo
Coding
Standards&quot;,&quot;type&quot;:&quot;article-journal&quot;,&quot;volume&q=
uot;:&quot;22&quot;},&quot;uris&quot;:[&quot;http://www.mendeley.com/docume=
nts/?uuid=3D7fb096d4-ae93-34e7-b497-e54169812a10&quot;,&quot;http://www.men=
deley.com/documents/?uuid=3D9ecabebe-ce52-4f57-bc18-ba0608504dbb&quot;]}],&=
quot;mendeley&quot;:{&quot;formattedCitation&quot;:&quot;(ZhangTicao
&amp; MaoShiwen,
2019)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(ZhangTicao &amp;
MaoShiwen,
2019)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(ZhangTicao &amp;=
 MaoShiwen,
2019)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(ZhangTicao
&amp; MaoShiwen, 2019)</span><!--[if supportFields]><span lang=3DEN-US
style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-element:field-end'>=
</span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'> se señala que
H264/AVC es más rápido que H.265/HEVC y VP9, no obstante presenta la mitad =
de
eficiencia de codificación.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>Además, en </span><!--[if supportFields]><span lang=3DEN-US
style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-element:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1109/PCS.2013.6737766&quot;,&quot;ISBN&q=
uot;:&quot;9781479902941&quot;,&quot;abstract&quot;:&quot;This
work presents a performance comparison of the two latest video coding stand=
ards
H.264/MPEG-AVC and H.265/MPEG-HEVC (High-Efficiency Video Coding) as well as
the recently published proprietary video coding scheme VP9. According to the
experimental results, which were obtained for a whole test set of video
sequences by using similar encoding configurations for all three examined
representative encoders, H.265/MPEG-HEVC provides significant average bit-r=
ate
savings of 43.3% and 39.3% relative to VP9 and H.264/MPEG-AVC, respectively=
. As
a particular aspect of the conducted experiments, it turned out that the VP9
encoder produces an average bit-rate overhead of 8.4% at the same objective
quality, when compared to an open H.264/MPEG-AVC encoder implementation - t=
he
x264 encoder. On the other hand, the typical encoding times of the VP9 enco=
der
are more than 100 times higher than those measured for the x264 encoder. Wh=
en
compared to the full-fledged H.265/MPEG-HEVC reference software encoder
implementation, the VP9 encoding times are lower by a factor of 7.35, on
average. © 2013 IEEE.&quot;,&quot;author&quot;:[{&quot;dropping-particle&qu=
ot;:&quot;&quot;,&quot;family&quot;:&quot;Grois&quot;,&quot;given&quot;:&qu=
ot;Dan&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-nam=
es&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&qu=
ot;:&quot;&quot;,&quot;family&quot;:&quot;Marpe&quot;,&quot;given&quot;:&qu=
ot;Detlev&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-=
names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle=
&quot;:&quot;&quot;,&quot;family&quot;:&quot;Mulayoff&quot;,&quot;given&quo=
t;:&quot;Amit&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;pa=
rse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-part=
icle&quot;:&quot;&quot;,&quot;family&quot;:&quot;Itzhaky&quot;,&quot;given&=
quot;:&quot;Benaya&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&qu=
ot;parse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping=
-particle&quot;:&quot;&quot;,&quot;family&quot;:&quot;Hadar&quot;,&quot;giv=
en&quot;:&quot;Ofer&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&q=
uot;parse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;contain=
er-title&quot;:&quot;2013
Picture Coding Symposium, PCS 2013 - Proceedings&quot;,&quot;id&quot;:&quot=
;ITEM-1&quot;,&quot;issued&quot;:{&quot;date-parts&quot;:[[&quot;2013&quot;=
]]},&quot;page&quot;:&quot;394-397&quot;,&quot;publisher&quot;:&quot;IEEE
Computer Society&quot;,&quot;title&quot;:&quot;Performance comparison of
H.265/MPEG-HEVC, VP9, and H.264/MPEG-AVC
encoders&quot;,&quot;type&quot;:&quot;article-journal&quot;},&quot;uris&quo=
t;:[&quot;http://www.mendeley.com/documents/?uuid=3D1ef8d838-6c40-35dd-9d57=
-45eebd659f15&quot;,&quot;http://www.mendeley.com/documents/?uuid=3D4bc4b8a=
5-0645-430e-a0a7-ac1ad59cd4cf&quot;]}],&quot;mendeley&quot;:{&quot;formatte=
dCitation&quot;:&quot;(Grois
et al., 2013)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Grois et =
al.,
2013)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Grois et al.,
2013)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Grois
et al., 2013)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'> se recalca qu=
e VP9
puede presentar un tiempo de codificación de hasta 100 veces el tiempo de
H.264, lo que ocasiona un retraso considerable en la emisión de un video. E=
n </span><!--[if supportFields]><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1109/IC3IOT.2018.8668132&quot;,&quot;ISB=
N&quot;:&quot;9781538624586&quot;,&quot;abstract&quot;:&quot;The
study analyzes H.265 video compression standard against its predecessor H.2=
64
and Google's developed VP9. A review of the recent developments in H.265/HE=
VC
standardization have been provided. Analysis takes place using samples of
uncompressed videos (frames) subjected to these 3 standards in FFmpeg comma=
nd
line tool with application of different containers. Further, these encoded
compressed video samples are the ones which are analyzed on the basis of SC=
R,
SS, bandwidth, size, time, efficiency and practicality. High Efficiency Vid=
eo
Coding (HEVC) is the proposed new generation of video compression standard,
which enables substantially higher compression capability than the existing
standards and exhibits superior coding performance improvements over its
predecessors. Compression performance is owed to quad-tree structure, paral=
lel
encoding/decoding (codec), intra-prediction modes, integer transforms etc. =
With
the right codec, multimedia companies could save millions on storage while
keeping the quality intact, thereby increasing throughput and profits. Cost
efficiency is performed with respect to the business development.&quot;,&qu=
ot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;,&quot;family&q=
uot;:&quot;Sharma&quot;,&quot;given&quot;:&quot;Jay&quot;,&quot;non-droppin=
g-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:false,&quot;suffix&qu=
ot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&quot;,&quot;family&=
quot;:&quot;Choudhury&quot;,&quot;given&quot;:&quot;Tanupriya&quot;,&quot;n=
on-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:false,&quot=
;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&quot;,&qu=
ot;family&quot;:&quot;Satapathy&quot;,&quot;given&quot;:&quot;Suresh
Chandra&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-na=
mes&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&q=
uot;:&quot;&quot;,&quot;family&quot;:&quot;Sabitha&quot;,&quot;given&quot;:=
&quot;A.
Sai&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&=
quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;container-title&quot;:&=
quot;Proceedings
of the 2018 International Conference On Communication, Computing and Intern=
et
of Things, IC3IoT
2018&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&quot;date=
-parts&quot;:[[&quot;2019&quot;,&quot;3&quot;]]},&quot;page&quot;:&quot;106=
-110&quot;,&quot;publisher&quot;:&quot;Institute
of Electrical and Electronics Engineers Inc.&quot;,&quot;title&quot;:&quot;=
Study
on H.265/HEVC against VP9 and H.264 : on space and time complexity for
codecs&quot;,&quot;type&quot;:&quot;article-journal&quot;},&quot;uris&quot;=
:[&quot;http://www.mendeley.com/documents/?uuid=3D98524bc4-d1c9-3b66-bf59-b=
55f0d04689b&quot;,&quot;http://www.mendeley.com/documents/?uuid=3D3b81f76b-=
a3b5-42a8-b5b6-a0ddb5bcd8d9&quot;]}],&quot;mendeley&quot;:{&quot;formattedC=
itation&quot;:&quot;(Sharma
et al., 2019)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Sharma et
al., 2019)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Sharma et a=
l.,
2019)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Sharma
et al., 2019)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'> se presenta un
estudio donde se indica que los </span><span lang=3DEN-US><w:Sdt
 SdtTag=3D"goog_rdk_12" ID=3D"-1090692982"></w:Sdt></span><span style=3D'ms=
o-ansi-language:
ES-EC;mso-fareast-language:ES-MX'>nuevos códecs (H.265 y VP9) proporcionan =
una
mejora de la tasa de bits de más del 50% respecto a los anteriores H.264 y =
VP8,
pero son considerablemente más lentos en el proceso de codificación.<o:p></=
o:p></span></p>

<p class=3DMsoNormal style=3D'mso-layout-grid-align:none;punctuation-wrap:s=
imple;
text-autospace:none;mso-line-break-override:restrictions'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>Así mismo, en </span><!--[if supportFields]><span lang=3DEN-US
style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-element:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1109/QOMEX.2017.7965686&quot;,&quot;ISBN=
&quot;:&quot;9781538640241&quot;,&quot;abstract&quot;:&quot;Gaming
videos are increasingly being streamed live over the Internet, as evident by
the increasing popularity of services such as Twitch.tv and YouTube-Gaming,
with Twitch.tv alone consisting of approx. two million streamers and over n=
ine
million daily active users. We present here an objective evaluation of eight
most popular games encoded using H.264/MPEG-AVC, H.265/MPEG-HEVC and VP9
encoders for live game video streaming applications as currently used by
Twitch.tv and YouTube-Gaming. The results are reported in terms of three
objective video quality metrics (PSNR, SSIM, VIFp), Bjontegaard-Delta Bitra=
te
(BD-BR) analysis, and encoding duration. For the encoding settings and the
encoders used, in terms of BD-BR analysis, H.265/MPEG-HEVC is found to prov=
ide
the best compression efficiency but is 2.6 times slower than H.264/MPEG-AVC.
The magnitude of bitrate savings for VP9 compared to H.264/MPEG-AVC is foun=
d to
be highly dependent on the content type, with H.264/MPEG-AVC resulting in
higher average bitrate savings with an encoding speed four times faster than
VP9.&quot;,&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;,=
&quot;family&quot;:&quot;Barman&quot;,&quot;given&quot;:&quot;Nabajeet&quot=
;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:fa=
lse,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&=
quot;,&quot;family&quot;:&quot;Martini&quot;,&quot;given&quot;:&quot;Maria
G.&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&q=
uot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;container-title&quot;:&q=
uot;2017
9th International Conference on Quality of Multimedia Experience, QoMEX
2017&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&quot;date=
-parts&quot;:[[&quot;2017&quot;,&quot;6&quot;]]},&quot;publisher&quot;:&quo=
t;Institute
of Electrical and Electronics Engineers Inc.&quot;,&quot;title&quot;:&quot;=
H.264/MPEG-AVC,
H.265/MPEG-HEVC and VP9 codec comparison for live gaming video
streaming&quot;,&quot;type&quot;:&quot;article-journal&quot;},&quot;uris&qu=
ot;:[&quot;http://www.mendeley.com/documents/?uuid=3Ddc71f6ae-e0da-38fb-ad0=
e-b0d651d254d2&quot;,&quot;http://www.mendeley.com/documents/?uuid=3D54f8c7=
6c-3b38-4f08-b8b3-07368350f574&quot;]}],&quot;mendeley&quot;:{&quot;formatt=
edCitation&quot;:&quot;(Barman
&amp; Martini, 2017)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Ba=
rman
&amp; Martini, 2017)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(B=
arman
&amp; Martini,
2017)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Barman
&amp; Martini, 2017)</span><!--[if supportFields]><span lang=3DEN-US
style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-element:field-end'>=
</span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>, se establece=
 que
el rendimiento real de los códecs de video depende en gran medida de factor=
es
tales como, el tiempo de codificación, el tipo de contenido (videos natural=
es/de
animación/video sintético), la complejidad del video, la resolución, los
parámetros de codificación (v.g. <span class=3DSpellE>GoP</span>, <span
class=3DSpellE>fps</span>, VBR/CBR) y las métricas de evaluación de la cali=
dad
(objetivo/subjetivo).<o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'mso-layout-grid-align:none;punctuation-wrap:s=
imple;
text-autospace:none;mso-line-break-override:restrictions'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>Por último, en cuanto al consumo de CPU, tanto VP9 como H.265
implementan más etapas durante la compresión que H.264, lo que aumenta la c=
arga
sobre los recursos computacionales. Sin embargo, se puede utilizar codifica=
ción
basada en <i>hardware</i> para disminuir el consumo o en su defecto aumenta=
r el
número de CPU empleados. Además, el estudio descrito en </span><!--[if supp=
ortFields]><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1109/CompComm.2015.7387608&quot;,&quot;a=
uthor&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;,&quot;family&quot;=
:&quot;Mengzhe&quot;,&quot;given&quot;:&quot;Li&quot;,&quot;non-dropping-pa=
rticle&quot;:&quot;&quot;,&quot;parse-names&quot;:false,&quot;suffix&quot;:=
&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&quot;,&quot;family&quot=
;:&quot;Xiuhua&quot;,&quot;given&quot;:&quot;Jiang&quot;,&quot;non-dropping=
-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:false,&quot;suffix&quo=
t;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&quot;,&quot;family&q=
uot;:&quot;Xiaohua&quot;,&quot;given&quot;:&quot;Lei&quot;,&quot;non-droppi=
ng-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:false,&quot;suffix&q=
uot;:&quot;&quot;}],&quot;container-title&quot;:&quot;2015
IEEE International Conference on Computer and Communications
(ICCC)&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&quot;da=
te-parts&quot;:[[&quot;2015&quot;]]},&quot;page&quot;:&quot;420-424&quot;,&=
quot;title&quot;:&quot;Analysis
of H.265/HEVC, H.264 and VP9 coding efficiency based on video content
complexity&quot;,&quot;type&quot;:&quot;paper-conference&quot;},&quot;uris&=
quot;:[&quot;http://www.mendeley.com/documents/?uuid=3Dfee7c55a-d66e-4794-8=
c52-5a31851dbc3d&quot;]}],&quot;mendeley&quot;:{&quot;formattedCitation&quo=
t;:&quot;(Mengzhe
et al., 2015)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Mengzhe et
al., 2015)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Mengzhe et =
al.,
2015)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Mengzhe
et al., 2015)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>, demuestra qu=
e al
aumentar el número de CPU el tiempo de codificación disminuye
considerablemente, aunque como consecuencia se tiene una disminución del PS=
NR (<span
class=3DSpellE><i>Peak</i></span><i> <span class=3DSpellE>Signal</span> <sp=
an
class=3DSpellE>to</span> <span class=3DSpellE>Noise</span> Ratio</i>).<o:p>=
</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>En tal contexto, en este artículo se presenta la evaluación experime=
ntal
de un sistema de comunicación multimedia robusto frente a eventos de
emergencia. La propuesta se basa en herramientas <i>hardware/software</i> de
tipo <i>open <span class=3DSpellE>source</span></i>. En particular, se pres=
enta
un desarrollo a nivel de capa de aplicación, el mismo que permite la
transmisión de tráfico multimedia (audio/video) con capacidad de adaptarse a
las condiciones de la red, para lo cual se analizó previamente el mejor
mecanismo de compresión considerando las características de la red empleada=
.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>Cabe indicar que el estudio fue realizado sobre un escenario real
consistente en el edificio matriz de la Empresa Eléctrica Regional Centro S=
ur
(Cuenca-Ecuador). Dicho escenario cuenta con una red ad hoc <span class=3DS=
pellE>multi-salto</span>,
la misma que fue desplegada previamente con el fin de monitorizar el
comportamiento dinámico del edificio </span><!--[if supportFields]><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-begin;
mso-field-lock:yes'></span></span><span style=3D'mso-ansi-language:ES-EC;
mso-fareast-language:ES-MX'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1007/978-3-030-96043-8_5&quot;,&quot;ISB=
N&quot;:&quot;9783030960421&quot;,&quot;ISSN&quot;:&quot;23673389&quot;,&qu=
ot;abstract&quot;:&quot;Structural
Health Monitoring (SHM) consists in a fundamental research field which aim =
to
evaluate the current status of an infrastructure with the main purpose to
identify damages and prevent catastrophic events. This paper presents an SHM
solution that implements
an...&quot;,&quot;author&quot;:[{&quot;dropping-particle&quot;:&quot;&quot;=
,&quot;family&quot;:&quot;Palacios&quot;,&quot;given&quot;:&quot;Iván&quot;=
,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot;:fal=
se,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&quot;&q=
uot;,&quot;family&quot;:&quot;Placencia&quot;,&quot;given&quot;:&quot;José&=
quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&quot=
;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:&qu=
ot;&quot;,&quot;family&quot;:&quot;Muñoz&quot;,&quot;given&quot;:&quot;Milt=
on&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&q=
uot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle&quot;:=
&quot;&quot;,&quot;family&quot;:&quot;Samaniego&quot;,&quot;given&quot;:&qu=
ot;Víctor&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-=
names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-particle=
&quot;:&quot;&quot;,&quot;family&quot;:&quot;González&quot;,&quot;given&quo=
t;:&quot;Santiago&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quo=
t;parse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-=
particle&quot;:&quot;&quot;,&quot;family&quot;:&quot;Jiménez&quot;,&quot;gi=
ven&quot;:&quot;Juan&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&=
quot;parse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;contai=
ner-title&quot;:&quot;Lecture
Notes in Networks and
Systems&quot;,&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&quot;d=
ate-parts&quot;:[[&quot;2022&quot;]]},&quot;page&quot;:&quot;56-70&quot;,&q=
uot;publisher&quot;:&quot;Springer,
Cham&quot;,&quot;title&quot;:&quot;MQTT Based Event Detection System for
Structural Health Monitoring of
Buildings&quot;,&quot;type&quot;:&quot;article-journal&quot;,&quot;volume&q=
uot;:&quot;405
LNNS&quot;},&quot;uris&quot;:[&quot;http://www.mendeley.com/documents/?uuid=
=3D3f2e82f7-bf87-3476-8327-c31f4941fb3f&quot;]}],&quot;mendeley&quot;:{&quo=
t;formattedCitation&quot;:&quot;(Palacios
et al., 2022)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Palacios =
et
al., 2022)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Palacios et
al., 2022)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;sc=
hema&quot;:&quot;https://github.com/citation-style-language/schema/raw/mast=
er/csl-citation.json&quot;}</span><span
lang=3DEN-US style=3D'mso-fareast-language:ES-MX'><span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX;mso-no-proof:ye=
s'>(Palacios
et al., 2022)</span><!--[if supportFields]><span lang=3DEN-US style=3D'mso-=
fareast-language:
ES-MX'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC;mso-fareast-language:ES-MX'>. Donde, la
principal contribución de este artículo es el desarrollo de una metodología
para caracterizar una red resiliente para comunicaciones de emergencia, y la
implementación de una aplicación de videollamada con capacidades de video
adaptativo sobre dispositivos con bajo procesamiento utilizando el códec VP=
8.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'>El resto del artículo se encuentra organizado de la siguiente forma.=
 En
la sección Materiales y Métodos, se presenta el procedimiento definido para
caracterizar la red ad hoc, la metodología para evaluar la calidad del video
empleando diferentes códecs, así como el desarrollo de una herramienta capa=
z de
transmitir audio y video en tiempo real con capacidad de adaptarse a las ca=
racterísticas
de la red. Posteriormente, en la siguiente sección se discuten los resultad=
os
obtenidos. Finalmente, se exponen las principales conclusiones del estudio.=
<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC;mso-fareast-lan=
guage:
ES-MX'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoSubtitle><a name=3D"_Ref114571574"><span lang=3DES-US>Figura =
</span></a><!--[if supportFields]><span
style=3D'mso-bookmark:_Ref114571574'></span><span style=3D'mso-element:fiel=
d-begin'></span><span
style=3D'mso-bookmark:_Ref114571574'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Ref114571574'><span lang=3DES-US><span style=3D'mso-no-proof:yes'>1</span>=
</span></span><!--[if supportFields]><span
style=3D'mso-bookmark:_Ref114571574'></span><span style=3D'mso-element:fiel=
d-end'></span><![endif]--><span
style=3D'mso-bookmark:_Ref114571574'></span><span style=3D'mso-bookmark:_Re=
f114571574'></span><i><span
lang=3DES-US style=3D'mso-bidi-font-size:12.0pt;line-height:150%'><o:p></o:=
p></span></i></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
lang=3DEN-US><w:Sdt ShowingPlcHdr=3D"t" SdtTag=3D"goog_rdk_3" ID=3D"-858432=
142"><span
 lang=3DES-EC style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-spacerun=
:yes'>    
 </span></span></w:Sdt></span><span class=3DTextoindependienteCar><span
lang=3DES-US>Metodología </span></span><span class=3DTextoindependienteCar>=
<span
style=3D'mso-ansi-language:ES-EC'>para la evaluación de la propuesta</span>=
</span><i><span
style=3D'mso-ansi-language:ES-EC'><o:p></o:p></span></i></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><i><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></i></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
lang=3DEN-US style=3D'mso-fareast-language:EN-US;mso-no-proof:yes'><v:shape=
type
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 <v:stroke joinstyle=3D"miter"/>
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 <v:path o:extrusionok=3D"f" gradientshapeok=3D"t" o:connecttype=3D"rect"/>
 <o:lock v:ext=3D"edit" aspectratio=3D"t"/>
</v:shapetype><v:shape id=3D"Gráfico_x0020_12" o:spid=3D"_x0000_i1044" type=
=3D"#_x0000_t75"
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dth:436.5pt;
 height:138.75pt;visibility:visible;mso-wrap-style:square'>
 <v:imagedata src=3D"935-GALLEY_archivos/image001.png" o:title=3D"Diagrama&=
#10;&#10;Descripción generada automáticamente"
  croptop=3D"193f" cropbottom=3D"193f"/>
</v:shape></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
lang=3DEN-US><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o=
:p></span></p>

<p class=3DNivel1><a name=3D"_Hlk76478850"><span lang=3DES>Materiales y Mét=
odos</span></a></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'>En la </span><=
!--[if supportFields]><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-element:field-begin'><=
/span><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114571574 \h <span style=3D'mso-=
element:
field-separator'></span></span><![endif]--><span style=3D'mso-ansi-language=
:ES-EC'>Figura
<span style=3D'mso-no-proof:yes'>1</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370031003500370034000000</w:data>
</xml><![endif]--></span><!--[if supportFields]><span style=3D'mso-ansi-lan=
guage:
ES-EC'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC'> se presenta la metodología empleada para=
 la
evaluación de la propuesta, la misma consta de cuatro etapas. En primer lug=
ar,
se desarrollaron un conjunto de experimentos con la finalidad de caracteriz=
ar
la red ad hoc disponible en el sitio de estudio. A continuación, se procedi=
ó a
analizar de forma subjetiva y objetiva la calidad del tráfico de video, en =
la
red, dicho proceso abarcó desde la selección de un conjunto de videos hasta=
 la
comparación y análisis del códec más adecuado acorde a las características =
de
la red. <o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o=
:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'>Posteriormente=
, se
procedió a transmitir audio y video en tiempo real para verificar la
comunicación en casos de emergencia, con tal finalidad se desarrolló una
solución a nivel de capa de aplicación. Para concluir, se procedió a evalua=
r de
forma objetiva el comportamiento del tráfico multimedia transmitido en térm=
inos
de </span><span class=3DSpellE><i style=3D'mso-bidi-font-style:normal'><span
style=3D'mso-bidi-font-size:14.0pt;mso-ansi-language:ES-EC'>packet</span></=
i></span><i
style=3D'mso-bidi-font-style:normal'><span style=3D'mso-bidi-font-size:14.0=
pt;
mso-ansi-language:ES-EC'> <span class=3DSpellE>loss</span></span></i><span
style=3D'mso-bidi-font-size:14.0pt;mso-ansi-language:ES-EC'>, <span class=
=3DSpellE><i
style=3D'mso-bidi-font-style:normal'>delay</i></span> y <span class=3DSpell=
E><i
style=3D'mso-bidi-font-style:normal'>throughput</i></span></span><span
style=3D'mso-ansi-language:ES-EC'>.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o=
:p></span></p>

<p class=3DNivel2><span lang=3DES-US>Caracterización de la red ad hoc</span=
></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'>Antes de trans=
mitir el
video es necesario verificar la capacidad de la red, mediante un análisis de
métricas tales como el <span class=3DSpellE><i style=3D'mso-bidi-font-style=
:normal'>packet</i></span><i
style=3D'mso-bidi-font-style:normal'> <span class=3DSpellE>loss</span></i>,=
 el <span
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>delay</i></span> y e=
l ancho
de banda disponible. En tal sentido, se realizaron cuatro experimentos dond=
e se
ubicó un ordenador fijo en el sótano y otro ordenador en un piso superior (=
piso
uno, tres, cinco y siete), tal como se esquematiza en la </span><!--[if sup=
portFields]><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-element:field-begin'><=
/span><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114571666 \h <span style=3D'mso-=
element:
field-separator'></span></span><![endif]--><span style=3D'mso-ansi-language=
:ES-EC'>Figura
<span style=3D'mso-no-proof:yes'>2</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370031003600360036000000</w:data>
</xml><![endif]--></span><!--[if supportFields]><span style=3D'mso-ansi-lan=
guage:
ES-EC'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC'>. Como se puede apreciar, el experimento
desarrollado entre el sótano y el piso 1 genera tres saltos (</span><!--[if=
 supportFields]><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-element:field-begin'><=
/span>
REF _Ref114571666 \h <span style=3D'mso-element:field-separator'></span></s=
pan><![endif]--><span
style=3D'mso-ansi-language:ES-EC'>Figura <span style=3D'mso-no-proof:yes'>2=
</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370031003600360036000000</w:data>
</xml><![endif]--></span><!--[if supportFields]><span style=3D'mso-ansi-lan=
guage:
ES-EC'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC'>a), el experimento con respecto al piso 3
genera cuatro saltos, el experimento en el piso 5 genera cinco saltos y
finalmente el experimento entre el ordenador del sótano y el piso 7 genera =
seis
saltos (</span><!--[if supportFields]><span style=3D'mso-ansi-language:ES-E=
C'><span
style=3D'mso-element:field-begin'></span> REF _Ref114571666 \h <span
style=3D'mso-element:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC'>Figura <span style=3D'mso-no-proof:yes'>2=
</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370031003600360036000000</w:data>
</xml><![endif]--></span><!--[if supportFields]><span style=3D'mso-ansi-lan=
guage:
ES-EC'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC'>b). Por otro lado, cada experimento consi=
stió
en generar tráfico constante y transmitirlo desde un ordenador hacia el otr=
o,
aumentando el <span class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>=
bitrate</i></span>
desde los 100Kbps hasta los 10Mbps para de esta forma determinar el umbral =
del <span
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>throughput</i></span=
> en
cada piso. <o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o=
:p></span></p>

<p class=3DNivel2><span lang=3DES-US>Metodología para la evaluación subjeti=
va y
objetiva de la calidad de video</span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'>Para determina=
r el
códec más adecuado para la transmisión de video sobre la red, se realizaron
múltiples experimentos. En particular, se definió una metodología, la misma=
 que
se esquematiza en la </span><!--[if supportFields]><span style=3D'mso-ansi-=
language:
ES-EC'><span style=3D'mso-element:field-begin'></span><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114571986 \h <span style=3D'mso-=
element:
field-separator'></span></span><![endif]--><span style=3D'mso-ansi-language=
:ES-EC'>Figura
<span style=3D'mso-no-proof:yes'>3</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370031003900380036000000</w:data>
</xml><![endif]--></span><!--[if supportFields]><span style=3D'mso-ansi-lan=
guage:
ES-EC'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC'>. Como se aprecia, el primer paso fue
seleccionar videos en formato CIF (<span class=3DSpellE><i>Common</i></span=
><i> <span
class=3DSpellE>Intermediate</span> <span class=3DSpellE>Format</span></i>),=
 el
mismo que es ampliamente usado en aplicaciones de videoconferencia. En tal
sentido, se escogieron y descargaron las secuencias <span class=3DSpellE><i=
>foreman</i></span>,
<span class=3DSpellE><i>mother-daughter</i></span> y <span class=3DSpellE><=
i>news</i></span>,
disponibles en </span><!--[if supportFields]><span style=3D'mso-ansi-langua=
ge:
ES-EC'><span style=3D'mso-element:field-begin;mso-field-lock:yes'></span>AD=
DIN
CSL_CITATION {&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;=
,&quot;itemData&quot;:{&quot;URL&quot;:&quot;http://trace.eas.asu.edu/yuv/&=
quot;,&quot;accessed&quot;:{&quot;date-parts&quot;:[[&quot;2022&quot;,&quot=
;4&quot;,&quot;12&quot;]]},&quot;author&quot;:[{&quot;dropping-particle&quo=
t;:&quot;&quot;,&quot;family&quot;:&quot;National
Science Foundation&quot;,&quot;given&quot;:&quot;Arizona State
University&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse=
-names&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;id&quot;:&quot;I=
TEM-1&quot;,&quot;issued&quot;:{&quot;date-parts&quot;:[[&quot;2000&quot;]]=
},&quot;title&quot;:&quot;YUV
Sequences&quot;,&quot;type&quot;:&quot;webpage&quot;},&quot;uris&quot;:[&qu=
ot;http://www.mendeley.com/documents/?uuid=3Dc7a10256-1004-319e-ae38-1a9243=
01318b&quot;]}],&quot;mendeley&quot;:{&quot;formattedCitation&quot;:&quot;(=
National
Science Foundation,
2000)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(National Science
Foundation, 2000)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Nati=
onal
Science Foundation, 2000)&quot;},&quot;properties&quot;:{&quot;noteIndex&qu=
ot;:0},&quot;schema&quot;:&quot;https://github.com/citation-style-language/=
schema/raw/master/csl-citation.json&quot;}<span
style=3D'mso-element:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-no-proof:yes'>(National
Science Foundation, 2000)</span></span><!--[if supportFields]><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-element:field-end'></s=
pan></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC'>, las mismas que presentan diferentes
condiciones como, por ejemplo, cambios rápidos y lentos de escena, diferente
cantidad de objetos presentes y estabilidad o no de la cámara.<o:p></o:p></=
span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o=
:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'>Posteriormente=
, se
codificaron los videos empleando como parámetro principal el <span
class=3DSpellE><i>bitrate</i></span> y como parámetros adicionales el <span
class=3DSpellE>GoP</span> (<span class=3DSpellE><i>Group</i></span><i> <span
class=3DSpellE>of</span> <span class=3DSpellE>Pictures</span></i>) y el <sp=
an
class=3DSpellE><i>framerate</i></span>. En este punto se consideró el umbral
determinado en la caracterización de la red ad hoc. El tercer paso consisti=
ó en
realizar una valoración subjetiva de la calidad del video con los diferentes
parámetros de codificación. Para esta evaluación se aplicó el método <span
class=3DSpellE><i>Double</i></span><i> <span class=3DSpellE>Stimulus</span>=
 <span
class=3DSpellE>Impairment</span> <span class=3DSpellE>Scale</span></i> (DSI=
S), una
descripción detalla de esta metodología se presenta en </span><!--[if suppo=
rtFields]><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-element:field-begin;
mso-field-lock:yes'></span>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;DOI&quot;:&quot;10.1016/B978-0-12-420149-1.00007-7&quot;,&q=
uot;ISSN&quot;:&quot;2351-9819&quot;,&quot;author&quot;:[{&quot;dropping-pa=
rticle&quot;:&quot;&quot;,&quot;family&quot;:&quot;Zhang&quot;,&quot;given&=
quot;:&quot;Fan&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;=
parse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;},{&quot;dropping-pa=
rticle&quot;:&quot;&quot;,&quot;family&quot;:&quot;Bull&quot;,&quot;given&q=
uot;:&quot;David
R.&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-names&q=
uot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;id&quot;:&quot;ITEM-1&qu=
ot;,&quot;issued&quot;:{&quot;date-parts&quot;:[[&quot;2014&quot;,&quot;1&q=
uot;,&quot;1&quot;]]},&quot;page&quot;:&quot;227-249&quot;,&quot;publisher&=
quot;:&quot;Elsevier&quot;,&quot;title&quot;:&quot;Measuring
Video Quality&quot;,&quot;type&quot;:&quot;article-journal&quot;,&quot;volu=
me&quot;:&quot;5&quot;},&quot;uris&quot;:[&quot;http://www.mendeley.com/doc=
uments/?uuid=3D23a3187e-81e3-36b6-b460-71f04af20d9d&quot;]}],&quot;mendeley=
&quot;:{&quot;formattedCitation&quot;:&quot;(Zhang
&amp; Bull, 2014)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Zhang
&amp; Bull, 2014)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Zhang
&amp; Bull,
2014)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}<span
style=3D'mso-element:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-no-proof:yes'>(Zhang &=
amp;
Bull, 2014)</span></span><!--[if supportFields]><span style=3D'mso-ansi-lan=
guage:
ES-EC'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC'>. El cuarto paso fue definir de forma sub=
jetiva
la mejor opción, realizando una media entre las valoraciones de las personas
encuestadas.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o=
:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'>A continuación,
utilizando la herramienta <span class=3DSpellE>GStreamer</span> </span><!--=
[if supportFields]><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-element:field-begin;
mso-field-lock:yes'></span>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;URL&quot;:&quot;https://gstreamer.freedesktop.org/&quot;,&q=
uot;accessed&quot;:{&quot;date-parts&quot;:[[&quot;2022&quot;,&quot;4&quot;=
,&quot;12&quot;]]},&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&q=
uot;date-parts&quot;:[[&quot;2022&quot;]]},&quot;title&quot;:&quot;GStreame=
r:
open source multimedia
framework&quot;,&quot;type&quot;:&quot;webpage&quot;},&quot;uris&quot;:[&qu=
ot;http://www.mendeley.com/documents/?uuid=3D4d6d8d7d-993f-3461-84ba-81444d=
055a0b&quot;]}],&quot;mendeley&quot;:{&quot;formattedCitation&quot;:&quot;(=
&lt;i&gt;GStreamer:
Open Source Multimedia Framework&lt;/i&gt;,
2022)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(GStreamer: Open
Source Multimedia Framework,
2022)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(&lt;i&gt;GStream=
er:
Open Source Multimedia Framework&lt;/i&gt;,
2022)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}<span
style=3D'mso-element:field-separator'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-no-proof:yes'>(<i
style=3D'mso-bidi-font-style:normal'>GStreamer: Open Source Multimedia Fram=
ework</i>,
2022)</span></span><!--[if supportFields]><span style=3D'mso-ansi-language:=
ES-EC'><span
style=3D'mso-element:field-end'></span></span><![endif]--><span style=3D'ms=
o-ansi-language:
ES-EC'>, se codificaron y transmitieron en tiempo real los videos sobre el
propio ordenador, donde se capturaron todos los paquetes generados para obt=
ener
el perfil del tráfico de cada uno. En el sexto paso se realizó una valoraci=
ón
del perfil del tráfico vs. el umbral de la red ad hoc, para determinar si es
posible la transmisión del video sobre la red existente. A partir del análi=
sis,
en caso de ser necesario, se ajustan nuevamente las métricas y se regresa al
paso 2. El siguiente paso tiene como objetivo definir los parámetros de <sp=
an
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>bitrate</i></span>, =
<span
class=3DSpellE>GoP</span> y <span class=3DSpellE><i style=3D'mso-bidi-font-=
style:
normal'>framerate</i></span> que proporcionen los mejores resultados buscan=
do
un equilibrio entre calidad y compresión.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o=
:p></span></p>

<p class=3DMsoSubtitle><a name=3D"_Ref114571666"><span lang=3DES-US>Figura =
</span></a><!--[if supportFields]><span
style=3D'mso-bookmark:_Ref114571666'></span><span style=3D'mso-element:fiel=
d-begin'></span><span
style=3D'mso-bookmark:_Ref114571666'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Ref114571666'><span lang=3DES-US><span style=3D'mso-no-proof:yes'>2</span>=
</span></span><!--[if supportFields]><span
style=3D'mso-bookmark:_Ref114571666'></span><span style=3D'mso-element:fiel=
d-end'></span><![endif]--><span
style=3D'mso-bookmark:_Ref114571666'></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><i><span
style=3D'mso-bidi-font-size:9.0pt;mso-fareast-font-family:"Times New Roman";
mso-fareast-theme-font:minor-fareast;mso-ansi-language:ES-EC'><w:Sdt
 SdtTag=3D"goog_rdk_15" ID=3D"1619175004"></w:Sdt></span></i><span
class=3DTextoindependienteCar><span lang=3DES-US>Ubicación de los ordenador=
es para
los experimentos<o:p></o:p></span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
class=3DTextoindependienteCar><span lang=3DES-US style=3D'font-size:4.0pt;m=
so-bidi-font-size:
1.0pt'><o:p>&nbsp;</o:p></span></span></p>

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1.0pt;
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</span></span></span><![endif]><span
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.</span><span
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</v:shape><span style=3D'mso-element:field-end'></span></span><![endif]--><a
name=3D"_Ref98325947"><span style=3D'mso-ansi-language:ES-EC'><o:p></o:p></=
span></a></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Ref98325947'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Ref98325947'><span
style=3D'mso-ansi-language:ES-EC'>En cuanto al paso número 8, se codificaro=
n y
transmitieron los videos en tiempo real con los códecs: H.264, H.265, VP8 y
VP9. Además, se evaluaron las métricas de <span class=3DSpellE><i
style=3D'mso-bidi-font-style:normal'>throughput</i></span>, <span class=3DS=
pellE><i
style=3D'mso-bidi-font-style:normal'>delay</i></span>, <span class=3DSpellE=
><i
style=3D'mso-bidi-font-style:normal'>packet</i></span><i style=3D'mso-bidi-=
font-style:
normal'> <span class=3DSpellE>loss</span></i>, carga de CPU, tiempo de
codificación y PSNR. Después, se realizaron los experimentos entre los
diferentes pisos del edificio con los distintos videos seleccionados y se
compararon los resultados. Finalmente, se definió el códec con mejores
resultados, el cual se emplea posteriormente para la transmisión de video e=
n tiempo
real. Cabe resaltar que para el desarrollo de los experimentos se implement=
aron
herramientas <i>software</i>, las mismas que han sido liberadas para su uso=
 y
se encuentran disponibles en </span></span><a
href=3D"https://github.com/christianquinde/GUI"><span style=3D'mso-bookmark=
:_Ref98325947'><span
style=3D'mso-ansi-language:ES-EC'>https://github.com/christianquinde/GUI</s=
pan></span></a><span
style=3D'mso-bookmark:_Ref98325947'><span style=3D'mso-ansi-language:ES-EC'=
> </span></span><w:Sdt
 SdtTag=3D"goog_rdk_4" ID=3D"-2115041435"></w:Sdt><span style=3D'mso-bookma=
rk:_Ref98325947'><span
style=3D'mso-ansi-language:ES-EC'>y </span></span><a
href=3D"https://github.com/christianquinde/GUI-rx"><span style=3D'mso-bookm=
ark:
_Ref98325947'><span style=3D'mso-ansi-language:ES-EC'>https://github.com/ch=
ristianquinde/GUI-rx</span></span></a><span
style=3D'mso-bookmark:_Ref98325947'><span style=3D'mso-ansi-language:ES-EC'=
>. <o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Ref98325947'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<span style=3D'mso-bookmark:_Ref98325947'></span>

<p class=3DMsoSubtitle><a name=3D"_Ref114571986"><span lang=3DES-US>Figura =
</span></a><!--[if supportFields]><span
style=3D'mso-bookmark:_Ref114571986'></span><span style=3D'mso-element:fiel=
d-begin'></span><span
style=3D'mso-bookmark:_Ref114571986'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Ref114571986'><span lang=3DES-US><span style=3D'mso-no-proof:yes'>3</span>=
</span></span><!--[if supportFields]><span
style=3D'mso-bookmark:_Ref114571986'></span><span style=3D'mso-element:fiel=
d-end'></span><![endif]--><span
style=3D'mso-bookmark:_Ref114571986'></span><span style=3D'mso-bookmark:_Re=
f114571986'></span><span
style=3D'mso-ansi-language:ES-EC'><o:p></o:p></span></p>

<p class=3DMsoBodyText><span lang=3DES-US>Metodología para la selección del=
 mejor
códec de video</span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm;
line-height:150%'><b style=3D'mso-bidi-font-weight:normal'><span lang=3DEN-=
US
style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt;line-height:150%;mso-fa=
reast-language:
EN-US;mso-no-proof:yes'><v:shape id=3D"Gráfico_x0020_9" o:spid=3D"_x0000_i1=
042"
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icamente"
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quare'>
 <v:imagedata src=3D"935-GALLEY_archivos/image004.jpg" o:title=3D"Diagrama&=
#10;&#10;Descripción generada automáticamente"/>
</v:shape></span></b><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt;line-height:150%;mso-an=
si-language:
ES-EC'><o:p></o:p></span></b></p>

<p class=3DMsoSubtitle><a name=3D"_Ref114572393"><span lang=3DES-US>Figura =
</span></a><!--[if supportFields]><span
style=3D'mso-bookmark:_Ref114572393'></span><span style=3D'mso-element:fiel=
d-begin'></span><span
style=3D'mso-bookmark:_Ref114572393'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Ref114572393'><span lang=3DES-US><span style=3D'mso-no-proof:yes'>4</span>=
</span></span><!--[if supportFields]><span
style=3D'mso-bookmark:_Ref114572393'></span><span style=3D'mso-element:fiel=
d-end'></span><![endif]--><span
style=3D'mso-bookmark:_Ref114572393'></span><span style=3D'mso-bookmark:_Re=
f114572393'></span><span
style=3D'mso-ansi-language:ES-EC'><o:p></o:p></span></p>

<p class=3DMsoBodyText><span lang=3DES-US>Diagrama secuencial para la herra=
mienta
de audio y video en tiempo real</span></p>

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">
 <v:imagedata src=3D"935-GALLEY_archivos/image005.png" o:title=3D"" croptop=
=3D"-429f"/>
</v:shape></span></b><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'font-size:10.0pt;mso-bidi-font-size:12.0pt;line-height:150%;mso-an=
si-language:
ES-EC'><o:p></o:p></span></b></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><b
style=3D'mso-bidi-font-weight:normal'><span style=3D'font-size:10.0pt;mso-b=
idi-font-size:
12.0pt;mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></b></p>

<p class=3DNivel2><span lang=3DES-US>Transmisión de audio y video en tiempo=
 real</span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'>En esta fase d=
e la
metodología, se desarrolló una herramienta para la transmisión de audio y v=
ideo
en tiempo real, basada en el protocolo RTP (<i>Real Time <span class=3DSpel=
lE>Transport</span>
<span class=3DSpellE>Protocol</span></i>). En la </span><!--[if supportFiel=
ds]><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-element:field-begin'><=
/span><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114572393 \h <span style=3D'mso-=
element:
field-separator'></span></span><![endif]--><span style=3D'mso-ansi-language=
:ES-EC'>Figura
<span style=3D'mso-no-proof:yes'>4</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370032003300390033000000</w:data>
</xml><![endif]--></span><!--[if supportFields]><span style=3D'mso-ansi-lan=
guage:
ES-EC'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC'> se presenta un diagrama secuencial que
describe las principales características y funcionalidades implementadas. C=
abe
destacar que al realizar la llamada se mide el ancho de banda de la red, lo
cual permite codificar el video con diferentes valores de <span class=3DSpe=
llE><i
style=3D'mso-bidi-font-style:normal'>bitrate</i></span>, y por lo tanto se
consigue una funcionalidad de vídeo adaptativo. En la </span><!--[if suppor=
tFields]><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-element:field-begin'><=
/span><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114572381 \h <span style=3D'mso-=
element:
field-separator'></span></span><![endif]--><span style=3D'mso-ansi-language=
:ES-EC'>Figura
<span style=3D'mso-no-proof:yes'>5</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370032003300380031000000</w:data>
</xml><![endif]--></span><!--[if supportFields]><span style=3D'mso-ansi-lan=
guage:
ES-EC'><span style=3D'mso-element:field-end'></span></span><![endif]--><span
style=3D'mso-ansi-language:ES-EC'>, se puede observar los resultados del vi=
deo
adaptativo, donde se evidencia que la calidad del video con 350kbps es supe=
rior
al video con 250kbps, sin <span class=3DGramE>embargo</span> incrementa el
consumo de ancho de banda. Adicionalmente, la aplicación desarrollada ha si=
do
liberada para su uso y se encuentra disponible en el repositorio de <span
class=3DSpellE>Github</span> en </span><span lang=3DEN-US><a
href=3D"https://github.com/christianquinde/App-videoconferencia"><span
lang=3DES-EC style=3D'mso-ansi-language:ES-EC'>https://github.com/christian=
quinde/App-videoconferencia</span></a></span><span
style=3D'mso-ansi-language:ES-EC'>.<o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'text-indent:0cm'><span style=3D'mso-ansi-lang=
uage:ES-EC'><o:p>&nbsp;</o:p></span></p>

<p class=3DMsoSubtitle><a name=3D"_Ref114572381"><span lang=3DES-US>Figura =
</span></a><!--[if supportFields]><span
style=3D'mso-bookmark:_Ref114572381'></span><span style=3D'mso-element:fiel=
d-begin'></span><span
style=3D'mso-bookmark:_Ref114572381'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Ref114572381'><span lang=3DES-US><span style=3D'mso-no-proof:yes'>5</span>=
</span></span><!--[if supportFields]><span
style=3D'mso-bookmark:_Ref114572381'></span><span style=3D'mso-element:fiel=
d-end'></span><![endif]--><span
style=3D'mso-bookmark:_Ref114572381'></span><span style=3D'mso-bookmark:_Re=
f114572381'></span><span
style=3D'mso-ansi-language:ES-EC'><o:p></o:p></span></p>

<p class=3DMsoBodyText><span lang=3DES-US>Video codificado con 350 kbps (<s=
pan
class=3DSpellE>izq</span>) y 250 kbps (<span class=3DSpellE>der</span>)</sp=
an></p>

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pan><span
style=3D'mso-spacerun:yes'> </span>SHAPE <span
style=3D'mso-spacerun:yes'> </span>\* MERGEFORMAT <span style=3D'mso-elemen=
t:field-separator'></span></span><![endif]--><span
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 </v:shape><w:wrap type=3D"none"/>
 <w:anchorlock/>
</v:group></span><!--[if mso & !supportInlineShapes & supportFields]><span
lang=3DEN-US><v:shape id=3D"_x0000_i1040" type=3D"#_x0000_t75" style=3D'wid=
th:259.5pt;
 height:190.8pt'>
 <v:imagedata croptop=3D"-65520f" cropbottom=3D"65520f"/>
</v:shape><span style=3D'mso-element:field-end'></span></span><![endif]--><=
span
style=3D'mso-ansi-language:ES-EC'><o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'text-indent:0cm'><span style=3D'mso-ansi-lang=
uage:ES-EC'><o:p>&nbsp;</o:p></span></p>

<p class=3DNivel2><span lang=3DES-US>Cálculo de métricas durante la transmi=
sión de
audio y video en tiempo real</span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'>Para el cálcul=
o del <span
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>delay</i></span> y d=
e la
pérdida de paquetes se empleó la información de control proporcionada por el
protocolo RTCP, en concreto los paquetes <i>Sender <span class=3DSpellE>Rep=
ort</span></i>
(SR) y <i>Receiver <span class=3DSpellE>Report</span></i> (RR), los mismos =
que se
intercambian entre los dos terminales que realizan la videollamada de
emergencia. El <span class=3DSpellE><i style=3D'mso-bidi-font-style:normal'=
>delay</i></span>
se calcula utilizando la Ecuación 1, donde A es la hora en que se recibe el=
 <span
class=3DGramE>bloque RR.</span> <span class=3DSpellE><i>Last</i></span><i> =
Sender <span
class=3DSpellE>Report</span></i> (LSR) es el campo con la marca de tiempo d=
el
último SR recibido, y <span class=3DSpellE><i>Delay</i></span><i> <span
class=3DSpellE>since</span> <span class=3DSpellE>Last</span> Sender <span
class=3DSpellE>Report</span></i> (DLSR) es el tiempo entre la recepción del
último paquete SR y el envío del paquete RR. Cabe mencionar que, aunque los
enlaces pueden tener retrasos asimétricos, este método resulta adecuado como
una medida aproximada del retardo entre los dos extremos.<o:p></o:p></span>=
</p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o=
:p></span></p>

<p class=3DMsoNormal style=3D'text-indent:0cm'><!--[if gte msEquation 12]><=
m:oMath><span
 style=3D'font-family:"Cambria Math",serif;mso-ansi-language:ES-EC'><m:r><m=
:rPr><m:scr
    m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>delay=3D(A-LSR-DLSR)/2</m:=
r></span></m:oMath><![endif]--><![if !msEquation]><span
lang=3DEN-US style=3D'font-size:12.0pt;font-family:"Times New Roman",serif;
mso-fareast-font-family:"Times New Roman";position:relative;top:3.0pt;
mso-text-raise:-3.0pt;mso-ansi-language:EN-US;mso-fareast-language:ES-TRAD;
mso-bidi-language:AR-SA'><v:shape id=3D"_x0000_i1025" type=3D"#_x0000_t75" =
style=3D'width:149.25pt;
 height:14.25pt'>
 <v:imagedata src=3D"935-GALLEY_archivos/image010.png" o:title=3D"" chromak=
ey=3D"white"/>
</v:shape></span><![endif]><span style=3D'mso-ansi-language:ES-EC'><span
style=3D'mso-spacerun:yes'>                                                =
                                                            
</span>(1)<o:p></o:p></span></p>

<p class=3DMsoNormal><b style=3D'mso-bidi-font-weight:normal'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></b></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'>Por otra parte=
, para
obtener el porcentaje de <span class=3DSpellE><i style=3D'mso-bidi-font-sty=
le:normal'>packet</i></span><i
style=3D'mso-bidi-font-style:normal'> <span class=3DSpellE>loss</span></i> =
se
utilizó el campo <span class=3DSpellE><i>fraction</i></span><i> <span
class=3DSpellE>lost</span></i> de los paquetes RR y el campo <i>cumulative =
<span
class=3DSpellE>number</span> <span class=3DSpellE>of</span> <span class=3DS=
pellE>packets</span>
<span class=3DSpellE>lost</span></i> del último RR recibido. El primer campo
representa la fracción de paquetes RTP perdidos desde que se envió el anter=
ior
paquete SR. Dicha fracción se define como el número de paquetes perdidos
dividido para el número de paquetes esperados (256), el cual está definido =
por
8 bits dentro del campo <span class=3DSpellE><i>fraction</i></span><i> <span
class=3DSpellE>lost</span></i> del paquete RTCP. El segundo campo <span
class=3DSpellE>utiliz</span><w:Sdt ShowingPlcHdr=3D"t" SdtTag=3D"goog_rdk_5"
 ID=3D"-424335060"><span style=3D'mso-spacerun:yes'>     </span></w:Sdt><sp=
an
class=3DSpellE>ado</span> contiene el número total de paquetes perdidos des=
de el
inicio de la transmisión. Con estos valores y con el número de paquetes RR
capturados se obtiene el <span class=3DSpellE><i style=3D'mso-bidi-font-sty=
le:normal'>packet</i></span><i
style=3D'mso-bidi-font-style:normal'> <span class=3DSpellE>loss</span></i> =
mediante
la Ecuación 2.<o:p></o:p></span></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o=
:p></span></p>

<p class=3DMsoNormal style=3D'text-indent:0cm'><!--[if gte msEquation 12]><=
m:oMath><span
 style=3D'font-family:"Cambria Math",serif;mso-ansi-language:ES-EC'><m:r><m=
:rPr><m:scr
    m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>PL</m:r><m:r><m:rPr><m:scr=
 m:val=3D"roman"/><m:sty
    m:val=3D"b"/></m:rPr><b style=3D'mso-bidi-font-weight:normal'>[%]=3D</b=
></m:r></span><m:f><m:fPr><span
   style=3D'font-family:"Cambria Math",serif;mso-ascii-font-family:"Cambria=
 Math";
   mso-hansi-font-family:"Cambria Math";mso-ansi-language:ES-EC'><m:ctrlPr>=
</m:ctrlPr></span></m:fPr><m:num><span
   style=3D'mso-ansi-language:ES-EC'><m:r><m:rPr><m:scr m:val=3D"roman"/><m=
:sty
      m:val=3D"b"/><m:nor/></m:rPr> total de paquetes perdidos acumulados <=
/m:r></span><b
   style=3D'mso-bidi-font-weight:normal'><span style=3D'font-family:"Cambri=
a Math",serif;
   mso-ansi-language:ES-EC'><m:r><m:rPr><m:scr m:val=3D"roman"/><m:sty m:va=
l=3D"b"/></m:rPr>&#8901;</m:r></span></b><span
   style=3D'font-family:"Cambria Math",serif;mso-ansi-language:ES-EC'><m:r>=
<m:rPr><m:scr
      m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>100</m:r><m:r><m:rPr><m:=
scr
      m:val=3D"roman"/><m:sty m:val=3D"b"/></m:rPr><b style=3D'mso-bidi-fon=
t-weight:
    normal'>%</b></m:r></span></m:num><m:den><span style=3D'mso-ansi-langua=
ge:
   ES-EC'><m:r><m:rPr><m:scr m:val=3D"roman"/><m:sty m:val=3D"b"/><m:nor/><=
/m:rPr>
    total_RR </m:r></span><b style=3D'mso-bidi-font-weight:normal'><span
   style=3D'font-family:"Cambria Math",serif;mso-ansi-language:ES-EC'><m:r>=
<m:rPr><m:scr
      m:val=3D"roman"/><m:sty m:val=3D"b"/></m:rPr>&#8901;</m:r></span></b>=
<span
   style=3D'font-family:"Cambria Math",serif;mso-ansi-language:ES-EC'><m:r>=
<m:rPr><m:scr
      m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr>256</m:r></span></m:den>=
</m:f></m:oMath><![endif]--><![if !msEquation]><span
lang=3DEN-US style=3D'font-size:12.0pt;font-family:"Times New Roman",serif;
mso-fareast-font-family:"Times New Roman";position:relative;top:7.5pt;
mso-text-raise:-7.5pt;mso-ansi-language:EN-US;mso-fareast-language:ES-TRAD;
mso-bidi-language:AR-SA'><v:shape id=3D"_x0000_i1025" type=3D"#_x0000_t75" =
style=3D'width:208.5pt;
 height:22.5pt'>
 <v:imagedata src=3D"935-GALLEY_archivos/image011.png" o:title=3D"" chromak=
ey=3D"white"/>
</v:shape></span><![endif]><span style=3D'mso-ansi-language:ES-EC'><span
style=3D'mso-spacerun:yes'>                                                =
     
</span><span
style=3D'mso-spacerun:yes'>                                          </span=
>(2)<o:p></o:p></span></p>

<p class=3DMsoNormal style=3D'text-indent:0cm'><b style=3D'mso-bidi-font-we=
ight:normal'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></b></p>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'>Por otro lado,=
 para
obtener el <span class=3DSpellE><i>throughput</i></span> de la transmisión,=
 ya
sea de audio o video, se empleó la herramienta <span class=3DSpellE>tcpstat=
</span>
con un intervalo de 0.1 segundos. Es decir, a partir del tráfico capturado =
se
realiza un filtrado por puertos para obtener el perfil del tráfico y el <sp=
an
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>throughput</i></span>
promedio correspondiente a cada flujo. Cabe mencionar que se realizó un
promedio de 10 transmisiones y una comparación de cada métrica por piso. De
forma similar, las herramientas desarrolladas han sido liberadas para su us=
o y
pueden descargarse en </span><span lang=3DEN-US><a
href=3D"https://github.com/christianquinde/herramienta-medicion"><span
lang=3DES-EC style=3D'mso-ansi-language:ES-EC'>https://github.com/christian=
quinde/herramienta-medicion</span></a></span><span
style=3D'mso-ansi-language:ES-EC'> y </span><span lang=3DEN-US><a
href=3D"https://github.com/christianquinde/server"><span lang=3DES-EC
style=3D'mso-ansi-language:ES-EC'>https://github.com/christianquinde/server=
</span></a></span><span
style=3D'mso-ansi-language:ES-EC'>.<o:p></o:p></span></p>

<p class=3DMsoNormal><span lang=3DES style=3D'mso-ansi-language:ES'><o:p>&n=
bsp;</o:p></span></p>

<p class=3DNivel1><span lang=3DES>Result<a name=3D"_Toc38966068">ados y Dis=
cusión</a></span></p>

<p class=3DNivel2><span style=3D'mso-bookmark:_Toc38966068'><span lang=3DES=
-US>Caracterización
de la red ad hoc</span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Con el objetivo de caracterizar la red ad=
 hoc,
se realizaron varios experimentos transmitiendo tráfico constante entre los
diferentes pisos del edificio. Para cada tasa de transmisión se repitió el
experimento un total de 10 veces con el objetivo de efectuar un análisis
estadístico. Los resultados obtenidos se presentan en la </span></span><!--=
[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114573134 \h <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'>Figura <span
style=3D'mso-no-proof:yes'>6</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370033003100330034000000</w:data>
</xml><![endif]--></span></span><!--[if supportFields]><span style=3D'mso-b=
ookmark:
_Toc38966068'></span><span style=3D'mso-element:field-end'></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
>, donde
se evidencia que conforme se incrementa el número de saltos disminuye el <s=
pan
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>throughput</i></span=
> de la
red. Además, se puede observar que el <span class=3DSpellE><i style=3D'mso-=
bidi-font-style:
normal'>throughput</i></span> máximo alcanzado es de 3.5 Mbps y el mínimo de
1.6 Mbps para los pisos 1 (3 saltos) y 7 (6 saltos) respectivamente. Cabe
resaltar que a partir de los resultados obtenidos se estableció el umbral d=
e la
red con el valor de 1.6 Mbps.<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoSubtitle><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref98404661"></a><a name=3D"_Ref114573134"><span style=3D'mso-book=
mark:_Ref98404661'></span></a><span
class=3DSpellE><span style=3D'mso-bookmark:_Ref114573134'><span style=3D'ms=
o-bookmark:
_Ref98404661'><span lang=3DEN-US style=3D'mso-ansi-language:EN-US'>Figura</=
span></span></span></span></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145731=
34'><span
style=3D'mso-bookmark:_Ref98404661'><span lang=3DEN-US style=3D'mso-ansi-la=
nguage:
EN-US'> </span></span></span></span><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145731=
34'><span
style=3D'mso-bookmark:_Ref98404661'></span></span></span><span style=3D'mso=
-element:
field-begin'></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-bookmark:_Ref114573134'><span style=3D'mso-bookmark:_Ref984046=
61'><span
lang=3DEN-US style=3D'mso-ansi-language:EN-US'><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC </span><span lang=
=3DES-US><span
style=3D'mso-element:field-separator'></span></span></span></span></span><!=
[endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145731=
34'><span
style=3D'mso-bookmark:_Ref98404661'></span></span></span><span style=3D'mso=
-bookmark:
_Toc38966068'><span style=3D'mso-bookmark:_Ref114573134'><span style=3D'mso=
-bookmark:
_Ref98404661'><span lang=3DEN-US style=3D'mso-ansi-language:EN-US;mso-no-pr=
oof:
yes'>6</span></span></span></span><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145731=
34'><span
style=3D'mso-bookmark:_Ref98404661'></span></span></span><span style=3D'mso=
-element:
field-end'></span><![endif]--><span style=3D'mso-bookmark:_Toc38966068'><sp=
an
style=3D'mso-bookmark:_Ref114573134'><span style=3D'mso-bookmark:_Ref984046=
61'></span></span></span><span
style=3D'mso-bookmark:_Ref114573134'></span><span style=3D'mso-bookmark:_To=
c38966068'><span
style=3D'mso-bookmark:_Ref98404661'><span lang=3DEN-US style=3D'mso-ansi-la=
nguage:
EN-US'><o:p></o:p></span></span></span></p>

<p class=3DMsoBodyText><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-bookmark:_Ref98404661'><span lang=3DEN-US style=3D'mso-ansi-la=
nguage:
EN-US'>Throughput [Kbps] vs data rate <span class=3DSpellE>deseado</span> [=
Mbps]<o:p></o:p></span></span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref9840466=
1'><span
lang=3DEN-US style=3D'mso-fareast-language:EN-US;mso-no-proof:yes'><v:shape=
 id=3D"Imagen_x0020_29"
 o:spid=3D"_x0000_i1039" type=3D"#_x0000_t75" alt=3D"Gráfico, Gráfico de lí=
neas&#10;&#10;Descripción generada automáticamente"
 style=3D'width:349.5pt;height:175.5pt;visibility:visible;mso-wrap-style:sq=
uare'>
 <v:imagedata src=3D"935-GALLEY_archivos/image012.png" o:title=3D"Gráfico, =
Gráfico de líneas&#10;&#10;Descripción generada automáticamente"/>
</v:shape></span></span></span><span style=3D'mso-bookmark:_Toc38966068'><s=
pan
style=3D'mso-bookmark:_Ref98404661'><span style=3D'mso-ansi-language:ES-EC'=
><o:p></o:p></span></span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref9840466=
1'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></span></p>

<span style=3D'mso-bookmark:_Ref98404661'></span>

<p class=3DMsoSubtitle><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref114573232"><span lang=3DES-US>Figura </span></a></span><!--[if =
supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145732=
32'></span></span><span
style=3D'mso-element:field-begin'></span><span style=3D'mso-bookmark:_Toc38=
966068'><span
style=3D'mso-bookmark:_Ref114573232'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145732=
32'><span
lang=3DES-US><span style=3D'mso-no-proof:yes'>7</span></span></span></span>=
<!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145732=
32'></span></span><span
style=3D'mso-element:field-end'></span><![endif]--><span style=3D'mso-bookm=
ark:
_Toc38966068'><span style=3D'mso-bookmark:_Ref114573232'></span></span></p>

<p class=3DMsoBodyText><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES-US>Retardo
vs número de piso</span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DEN-US style=3D'mso-fareast=
-language:
EN-US;mso-no-proof:yes'><v:shape id=3D"Gráfico_x0020_2" o:spid=3D"_x0000_i1=
038"
 type=3D"#_x0000_t75" alt=3D"Gráfico, Gráfico de barras&#10;&#10;Descripció=
n generada automáticamente"
 style=3D'width:285pt;height:151.5pt;visibility:visible;mso-wrap-style:squa=
re'>
 <v:imagedata src=3D"935-GALLEY_archivos/image013.jpg" o:title=3D"Gráfico, =
Gráfico de barras&#10;&#10;Descripción generada automáticamente"/>
</v:shape></span></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC;mso-no-proof:yes'><o:p></o:p></span></span=
></p>

<p class=3DMsoNormal style=3D'text-indent:0cm'><span style=3D'mso-bookmark:=
_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoSubtitle><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref114573385"><span lang=3DES-US>Figura </span></a></span><!--[if =
supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145733=
85'></span></span><span
style=3D'mso-element:field-begin'></span><span style=3D'mso-bookmark:_Toc38=
966068'><span
style=3D'mso-bookmark:_Ref114573385'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145733=
85'><span
lang=3DES-US><span style=3D'mso-no-proof:yes'>8</span></span></span></span>=
<!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145733=
85'></span></span><span
style=3D'mso-element:field-end'></span><![endif]--><span style=3D'mso-bookm=
ark:
_Toc38966068'><span style=3D'mso-bookmark:_Ref114573385'></span></span></p>

<p class=3DMsoBodyText><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES-US>Pérdida
de paquetes vs número de piso</span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DEN-US style=3D'mso-fareast=
-language:
EN-US;mso-no-proof:yes'><v:shape id=3D"Gráfico_x0020_11" o:spid=3D"_x0000_i=
1037"
 type=3D"#_x0000_t75" alt=3D"Gráfico&#10;&#10;Descripción generada automáti=
camente"
 style=3D'width:267pt;height:122.25pt;visibility:visible;mso-wrap-style:squ=
are'>
 <v:imagedata src=3D"935-GALLEY_archivos/image014.jpg" o:title=3D"Gráfico&#=
10;&#10;Descripción generada automáticamente"/>
</v:shape></span></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p></o:p></span></span></p>

<p class=3DMsoNormal style=3D'text-indent:0cm'><span style=3D'mso-bookmark:=
_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DNivel2><span style=3D'mso-bookmark:_Toc38966068'><span lang=3DES=
-US>Análisis
del <span class=3DSpellE>delay</span> y <span class=3DSpellE>packet</span> =
<span
class=3DSpellE>loss</span></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Para obtener el retardo de la red entre l=
os
ordenadores (es decir entre los nodos extremo), se realizaron múltiples
experimentos transmitiendo mensajes tipo <i>Internet Control <span
class=3DSpellE>Message</span> <span class=3DSpellE>Protocol</span></i> (ICM=
P), de
los cuales se obtuvo el número de paquetes perdidos y el tiempo requerido p=
ara
cada uno. Los resultados que se presentan en la </span></span><!--[if suppo=
rtFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114573232 \h <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'>Figura <span
style=3D'mso-no-proof:yes'>7</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370033003200330032000000</w:data>
</xml><![endif]--></span></span><!--[if supportFields]><span style=3D'mso-b=
ookmark:
_Toc38966068'></span><span style=3D'mso-element:field-end'></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'>
demuestran que el retardo aumenta conforme se incrementa el número de salto=
s,
siendo 14.02 ms y 5.47 ms para el piso 7 y 1 respectivamente.<o:p></o:p></s=
pan></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Por otro lado, para obtener el porcentaje=
 de <span
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>packet</i></span><i
style=3D'mso-bidi-font-style:normal'> <span class=3DSpellE>loss</span></i> =
se
realizó un promedio de las transmisiones realizadas. En la </span></span><!=
--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114573385 \h <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'>Figura <span
style=3D'mso-no-proof:yes'>8</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370033003300380035000000</w:data>
</xml><![endif]--></span></span><!--[if supportFields]><span style=3D'mso-b=
ookmark:
_Toc38966068'></span><span style=3D'mso-element:field-end'></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
> se
presentan los valores obtenidos para cada piso, donde se observa que existe=
 una
mayor pérdida de paquetes en los pisos más altos. Los resultados indican qu=
e el
piso 7 tiene menor pérdida de paquetes que el piso 5, esto se debe a que ex=
iste
variabilidad debido a que se trata de un escenario real y se debe tener
presente la naturaleza del medio inalámbrico. Por lo cual, a partir de los
intervalos de confianza se tienen resultados similares para los pisos 5 y 7=
.<o:p></o:p></span></span></p>

<p class=3DMsoNormal style=3D'text-indent:0cm'><span style=3D'mso-bookmark:=
_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DNivel2><span style=3D'mso-bookmark:_Toc38966068'><span lang=3DES=
-US>Evaluación
subjetiva y objetiva de la calidad de video</span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Siguiendo el esquema de la </span></span>=
<!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114571986 \h <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'>Figura <span
style=3D'mso-no-proof:yes'>3</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370031003900380036000000</w:data>
</xml><![endif]--></span></span><!--[if supportFields]><span style=3D'mso-b=
ookmark:
_Toc38966068'></span><span style=3D'mso-element:field-end'></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
>, la
valoración subjetiva de la calidad de video se determinó mediante la métrica
MOS (<i>Mean <span class=3DSpellE>Opinion</span> Score</i>), los resultados=
 se
presentan en la </span></span><!--[if supportFields]><span style=3D'mso-boo=
kmark:
_Toc38966068'></span><span style=3D'mso-element:field-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114573649 \h <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'>Tabla <span
style=3D'mso-no-proof:yes'>1</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370033003600340039000000</w:data>
</xml><![endif]--></span></span><!--[if supportFields]><span style=3D'mso-b=
ookmark:
_Toc38966068'></span><span style=3D'mso-element:field-end'></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
>.
Además, se caracterizó el perfil del tráfico de las secuencias de video para
compararlo frente al valor umbral del <span class=3DSpellE><i style=3D'mso-=
bidi-font-style:
normal'>throughput</i></span> obtenido en la red (1.6 Mbps).<o:p></o:p></sp=
an></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoSubtitle><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref114573649"><span lang=3DES-US>Tabla </span></a></span><!--[if s=
upportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145736=
49'></span></span><span
style=3D'mso-element:field-begin'></span><span style=3D'mso-bookmark:_Toc38=
966068'><span
style=3D'mso-bookmark:_Ref114573649'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Tabla \* ARABIC <span style=3D'mso-e=
lement:
field-separator'></span></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145736=
49'><span
lang=3DES-US><span style=3D'mso-no-proof:yes'>1</span></span></span></span>=
<!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145736=
49'></span></span><span
style=3D'mso-element:field-end'></span><![endif]--><span style=3D'mso-bookm=
ark:
_Toc38966068'><span style=3D'mso-bookmark:_Ref114573649'></span></span></p>

<p class=3DMsoBodyText><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES-US>Mejores
resultados del análisis subjetivo con <span class=3DSpellE>bitrate</span> =
=3D 350
kbps</span></span></p>

<div align=3Dcenter>

<table class=3DMsoTableGrid border=3D1 cellspacing=3D0 cellpadding=3D0
 style=3D'border-collapse:collapse;border:none;mso-border-alt:solid windowt=
ext .5pt;
 mso-yfti-tbllook:1184;mso-padding-alt:0cm 5.4pt 0cm 5.4pt'>
 <tr style=3D'mso-yfti-irow:0;mso-yfti-firstrow:yes;height:12.6pt'>
  <td width=3D108 valign=3Dtop style=3D'width:81.2pt;border:solid windowtex=
t 1.0pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt;height:1=
2.6pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><b><span
  lang=3DES-US style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language=
:ES-US'>VIDEO<o:p></o:p></span></b></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D53 valign=3Dtop style=3D'width:40.05pt;border:solid windowtex=
t 1.0pt;
  border-left:none;mso-border-left-alt:solid windowtext .5pt;mso-border-alt:
  solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt;height:12.6pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span class=
=3DSpellE><b><span
  lang=3DES-US style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language=
:ES-US'>GoP</span></b></span></span><span
  style=3D'mso-bookmark:_Toc38966068'><b><span lang=3DES-US style=3D'font-s=
ize:10.0pt;
  line-height:102%;mso-ansi-language:ES-US'><o:p></o:p></span></b></span></=
p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D72 valign=3Dtop style=3D'width:54.0pt;border:solid windowtext=
 1.0pt;
  border-left:none;mso-border-left-alt:solid windowtext .5pt;mso-border-alt:
  solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt;height:12.6pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span class=
=3DSpellE><b><span
  lang=3DES-US style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language=
:ES-US'>Fps</span></b></span></span><span
  style=3D'mso-bookmark:_Toc38966068'><b><span lang=3DES-US style=3D'font-s=
ize:10.0pt;
  line-height:102%;mso-ansi-language:ES-US'><o:p></o:p></span></b></span></=
p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
 </tr>
 <tr style=3D'mso-yfti-irow:1;height:13.45pt'>
  <td width=3D108 valign=3Dtop style=3D'width:81.2pt;border:solid windowtex=
t 1.0pt;
  border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:s=
olid windowtext .5pt;
  padding:0cm 5.4pt 0cm 5.4pt;height:13.45pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span class=
=3DSpellE><span
  lang=3DES-US style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language=
:ES-US'>Foreman</span></span></span><span
  style=3D'mso-bookmark:_Toc38966068'><span lang=3DES-US style=3D'font-size=
:10.0pt;
  line-height:102%;mso-ansi-language:ES-US'><o:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D53 rowspan=3D3 valign=3Dtop style=3D'width:40.05pt;border-top=
:none;
  border-left:none;border-bottom:solid windowtext 1.0pt;border-right:solid =
windowtext 1.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt;height:1=
3.45pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'><br>
  30<o:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D72 rowspan=3D3 valign=3Dtop style=3D'width:54.0pt;border-top:=
none;
  border-left:none;border-bottom:solid windowtext 1.0pt;border-right:solid =
windowtext 1.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt;height:1=
3.45pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'><br>
  20, 25<o:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
 </tr>
 <tr style=3D'mso-yfti-irow:2;height:12.6pt'>
  <td width=3D108 valign=3Dtop style=3D'width:81.2pt;border:solid windowtex=
t 1.0pt;
  border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:s=
olid windowtext .5pt;
  padding:0cm 5.4pt 0cm 5.4pt;height:12.6pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span class=
=3DSpellE><span
  lang=3DES-US style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language=
:ES-US'>Mother-daughter</span></span></span><span
  style=3D'mso-bookmark:_Toc38966068'><span lang=3DES-US style=3D'font-size=
:10.0pt;
  line-height:102%;mso-ansi-language:ES-US'><o:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
 </tr>
 <tr style=3D'mso-yfti-irow:3;height:13.45pt'>
  <td width=3D108 valign=3Dtop style=3D'width:81.2pt;border:solid windowtex=
t 1.0pt;
  border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:s=
olid windowtext .5pt;
  padding:0cm 5.4pt 0cm 5.4pt;height:13.45pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>News<=
o:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
 </tr>
 <tr style=3D'mso-yfti-irow:4;height:12.6pt'>
  <td width=3D108 valign=3Dtop style=3D'width:81.2pt;border:solid windowtex=
t 1.0pt;
  border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:s=
olid windowtext .5pt;
  padding:0cm 5.4pt 0cm 5.4pt;height:12.6pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span class=
=3DSpellE><span
  lang=3DES-US style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language=
:ES-US'>Foreman</span></span></span><span
  style=3D'mso-bookmark:_Toc38966068'><span lang=3DES-US style=3D'font-size=
:10.0pt;
  line-height:102%;mso-ansi-language:ES-US'><o:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D53 rowspan=3D3 valign=3Dtop style=3D'width:40.05pt;border-top=
:none;
  border-left:none;border-bottom:solid windowtext 1.0pt;border-right:solid =
windowtext 1.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt;height:1=
2.6pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'><br>
  60<o:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D72 rowspan=3D3 valign=3Dtop style=3D'width:54.0pt;border-top:=
none;
  border-left:none;border-bottom:solid windowtext 1.0pt;border-right:solid =
windowtext 1.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt;height:1=
2.6pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'><br>
  20, 25<o:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
 </tr>
 <tr style=3D'mso-yfti-irow:5;height:13.45pt'>
  <td width=3D108 valign=3Dtop style=3D'width:81.2pt;border:solid windowtex=
t 1.0pt;
  border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:s=
olid windowtext .5pt;
  padding:0cm 5.4pt 0cm 5.4pt;height:13.45pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span class=
=3DSpellE><span
  lang=3DES-US style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language=
:ES-US'>Mother-daughter</span></span></span><span
  style=3D'mso-bookmark:_Toc38966068'><span lang=3DES-US style=3D'font-size=
:10.0pt;
  line-height:102%;mso-ansi-language:ES-US'><o:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
 </tr>
 <tr style=3D'mso-yfti-irow:6;mso-yfti-lastrow:yes;height:12.6pt'>
  <td width=3D108 valign=3Dtop style=3D'width:81.2pt;border:solid windowtex=
t 1.0pt;
  border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:s=
olid windowtext .5pt;
  padding:0cm 5.4pt 0cm 5.4pt;height:12.6pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>News<=
o:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
 </tr>
</table>

</div>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'>En este contexto, para los tres videos
seleccionados se escogieron las métricas que aseguran una mayor calidad y
fluidez del video, es decir un tamaño de <span class=3DSpellE>GoP</span> ig=
ual a
30 y un valor de 25 <span class=3DSpellE>fps</span> (<span class=3DSpellE><=
i>Frames</i></span><i>
per <span class=3DSpellE>Second</span></i>), teniendo en cuenta que en la m=
ayoría
de <span class=3DGramE>casos</span> no se superó el umbral establecido de l=
a red
ad hoc. <o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNoSpacing><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Evaluación del <span class=3DSpellE>throu=
ghput</span><o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'>Con el objetivo de analizar el <span class=
=3DSpellE><i
style=3D'mso-bidi-font-style:normal'>throughput</i></span> se realizaron ci=
nco
transmisiones con cada códec de video en todos los pisos. En la </span></sp=
an><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DES style=3D'mso-ansi-langu=
age:ES'><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114576503 \h <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Toc38966068'></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Figura <span style=3D'mso-no-proof:yes'>9=
</span></span></span><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DES style=3D'mso-ansi-langu=
age:ES'><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370036003500300033000000</w:data>
</xml><![endif]--></span></span><!--[if supportFields]><span style=3D'mso-b=
ookmark:
_Toc38966068'></span><span style=3D'mso-element:field-end'></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DES style=3D'mso-ansi-langu=
age:ES'>
se presentan los resultados obtenidos para el caso más crítico, es decir cu=
ando
se requiere un mayor número de saltos (piso 7). Donde se observa que VP9
requiere mayor ancho de banda. Sin embargo, el <span class=3DSpellE><i
style=3D'mso-bidi-font-style:normal'>throughput</i></span> máximo está por =
debajo
del umbral establecido en la caracterización de la red ad hoc, por lo que el
video se reproduce sin problemas.<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'>Además, en la </span></span><!--[if supportF=
ields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DES style=3D'mso-ansi-langu=
age:ES'><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114576555 \h <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Toc38966068'></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Figura <span style=3D'mso-no-proof:yes'>1=
0</span></span></span><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DES style=3D'mso-ansi-langu=
age:ES'><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370036003500350035000000</w:data>
</xml><![endif]--></span></span><!--[if supportFields]><span style=3D'mso-b=
ookmark:
_Toc38966068'></span><span style=3D'mso-element:field-end'></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DES style=3D'mso-ansi-langu=
age:ES'>, se
presentan los perfiles del tráfico de una transmisión del video “News” con =
cada
códec en el piso 7. Como era de esperarse, el perfil del tráfico es variabl=
e y
presenta ráfagas, las mismas que al superar el umbral de la red generan pér=
dida
de paquetes. Con lo cual, los mejores resultados se obtuvieron con los códe=
cs
VP8 y H265, seguidos de H264 y por último VP9.<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoSubtitle><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref114576503"><span lang=3DES-US>Figura </span></a></span><!--[if =
supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145765=
03'></span></span><span
style=3D'mso-element:field-begin'></span><span style=3D'mso-bookmark:_Toc38=
966068'><span
style=3D'mso-bookmark:_Ref114576503'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145765=
03'><span
lang=3DES-US><span style=3D'mso-no-proof:yes'>9</span></span></span></span>=
<!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145765=
03'></span></span><span
style=3D'mso-element:field-end'></span><![endif]--><span style=3D'mso-bookm=
ark:
_Toc38966068'><span style=3D'mso-bookmark:_Ref114576503'></span></span></p>

<p class=3DMsoBodyText><span style=3D'mso-bookmark:_Toc38966068'><span
class=3DSpellE><span lang=3DES-US>Throughput</span></span><span lang=3DES-U=
S>
promedio en el piso 7</span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DEN-US style=3D'mso-fareast=
-language:
EN-US;mso-no-proof:yes'><v:shape id=3D"Gráfico_x0020_18" o:spid=3D"_x0000_i=
1036"
 type=3D"#_x0000_t75" alt=3D"Gráfico, Gráfico de barras&#10;&#10;Descripció=
n generada automáticamente"
 style=3D'width:374.25pt;height:293.25pt;visibility:visible;mso-wrap-style:=
square'>
 <v:imagedata src=3D"935-GALLEY_archivos/image015.png" o:title=3D"Gráfico, =
Gráfico de barras&#10;&#10;Descripción generada automáticamente"/>
</v:shape></span></span><span style=3D'mso-bookmark:_Toc38966068'><span lan=
g=3DES
style=3D'mso-ansi-language:ES'><o:p></o:p></span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DES style=3D'mso-ansi-langu=
age:ES'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoSubtitle><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref114576555"><span lang=3DES-US>Figura </span></a></span><!--[if =
supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145765=
55'></span></span><span
style=3D'mso-element:field-begin'></span><span style=3D'mso-bookmark:_Toc38=
966068'><span
style=3D'mso-bookmark:_Ref114576555'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145765=
55'><span
lang=3DES-US><span style=3D'mso-no-proof:yes'>10</span></span></span></span=
><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145765=
55'></span></span><span
style=3D'mso-element:field-end'></span><![endif]--><span style=3D'mso-bookm=
ark:
_Toc38966068'><span style=3D'mso-bookmark:_Ref114576555'></span></span></p>

<p class=3DMsoBodyText><span style=3D'mso-bookmark:_Toc38966068'><span
class=3DSpellE><span lang=3DES-US>Throughput</span></span><span lang=3DES-U=
S> para el
video “News” en el piso 7</span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
11.35pt;
line-height:102%;page-break-after:avoid'><span style=3D'mso-bookmark:_Toc38=
966068'><i
style=3D'mso-bidi-font-style:normal'><span lang=3DEN-US style=3D'font-size:=
9.0pt;
line-height:102%;mso-fareast-font-family:"Times New Roman";mso-fareast-them=
e-font:
minor-fareast;color:#44546A;mso-themecolor:text2;mso-fareast-language:EN-US;
mso-no-proof:yes'><v:shape id=3D"Gráfico_x0020_19" o:spid=3D"_x0000_i1035" =
type=3D"#_x0000_t75"
 style=3D'width:344.25pt;height:279pt;visibility:visible' o:gfxdata=3D"UEsD=
BBQABgAIAAAAIQCo1seoEwEAAEkCAAATAAAAW0NvbnRlbnRfVHlwZXNdLnhtbJSSwU7DMBBE
70j8g+UrShx6QAgl6YGUIyBUPsCyN4lFvLa8JrR/j5O2ElRtpR493jc7I7tcbuzARghkHFb8Pi84
A1ROG+wq/rl+yR45oyhRy8EhVHwLxJf17U253noglmikivcx+ichSPVgJeXOA6ab1gUrYzqGTnip
vmQHYlEUD0I5jIAxi5MHr8sGWvk9RLbaJHmXxGPH2fNublpVcWMnftLFSSLAQEeI9H4wSsbUTYyo
j3Jl+0x5IucZ6o2nuxT8zAYaT2dK+gVq8vvf5G+s/ba39ATBaGDvMsRXaVNfoQMJWLjGqfyyx1TN
Uuba1ijIm0CrmTpkOuet3Q8GGK81bxL2AePBXcwfof4FAAD//wMAUEsDBBQABgAIAAAAIQA4/SH/
1gAAAJQBAAALAAAAX3JlbHMvLnJlbHOkkMFqwzAMhu+DvYPRfXGawxijTi+j0GvpHsDYimMaW0Yy
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">
 <v:imagedata src=3D"935-GALLEY_archivos/image016.png" o:title=3D"" cropbot=
tom=3D"-12f"/>
</v:shape></span></i></span><span style=3D'mso-bookmark:_Toc38966068'><i><s=
pan
lang=3DES style=3D'font-size:9.0pt;line-height:102%;mso-fareast-font-family=
:"Times New Roman";
mso-fareast-theme-font:minor-fareast;color:#44546A;mso-themecolor:text2;
mso-ansi-language:ES'><o:p></o:p></span></i></span></p>

<p class=3DMsoNormal align=3Dleft style=3D'text-align:left;text-indent:0cm'=
><span
style=3D'mso-bookmark:_Toc38966068'><b style=3D'mso-bidi-font-weight:normal=
'><i
style=3D'mso-bidi-font-style:normal'><span style=3D'mso-fareast-font-family=
:"Times New Roman";
mso-fareast-theme-font:minor-fareast;mso-ansi-language:ES-EC;mso-fareast-la=
nguage:
ZH-CN'><o:p>&nbsp;</o:p></span></i></b></span></p>

<p class=3DMsoNormal align=3Dleft style=3D'text-align:left;text-indent:0cm'=
><span
style=3D'mso-bookmark:_Toc38966068'><b style=3D'mso-bidi-font-weight:normal=
'><i
style=3D'mso-bidi-font-style:normal'><span style=3D'mso-fareast-font-family=
:"Times New Roman";
mso-fareast-theme-font:minor-fareast;mso-ansi-language:ES-EC;mso-fareast-la=
nguage:
ZH-CN'><o:p>&nbsp;</o:p></span></i></b></span></p>

<p class=3DMsoNormal align=3Dleft style=3D'text-align:left;text-indent:0cm'=
><span
style=3D'mso-bookmark:_Toc38966068'><b style=3D'mso-bidi-font-weight:normal=
'><i
style=3D'mso-bidi-font-style:normal'><span style=3D'mso-fareast-font-family=
:"Times New Roman";
mso-fareast-theme-font:minor-fareast;mso-ansi-language:ES-EC;mso-fareast-la=
nguage:
ZH-CN'><o:p>&nbsp;</o:p></span></i></b></span></p>

<p class=3DMsoSubtitle><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref114576663"><span lang=3DES-US>Figura </span></a></span><!--[if =
supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145766=
63'></span></span><span
style=3D'mso-element:field-begin'></span><span style=3D'mso-bookmark:_Toc38=
966068'><span
style=3D'mso-bookmark:_Ref114576663'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145766=
63'><span
lang=3DES-US><span style=3D'mso-no-proof:yes'>11</span></span></span></span=
><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145766=
63'></span></span><span
style=3D'mso-element:field-end'></span><![endif]--><span style=3D'mso-bookm=
ark:
_Toc38966068'><span style=3D'mso-bookmark:_Ref114576663'></span></span></p>

<p class=3DMsoBodyText><span style=3D'mso-bookmark:_Toc38966068'><span
class=3DSpellE><span lang=3DES-US>Delay</span></span><span lang=3DES-US> pr=
omedio
obtenido para el video “News” en cada piso</span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DEN-US style=3D'mso-fareast=
-language:
EN-US;mso-no-proof:yes'><v:shape id=3D"Gráfico_x0020_17" o:spid=3D"_x0000_i=
1034"
 type=3D"#_x0000_t75" alt=3D"Gráfico, Gráfico de barras&#10;&#10;Descripció=
n generada automáticamente"
 style=3D'width:346.5pt;height:266.25pt;visibility:visible;mso-wrap-style:s=
quare'>
 <v:imagedata src=3D"935-GALLEY_archivos/image017.png" o:title=3D"Gráfico, =
Gráfico de barras&#10;&#10;Descripción generada automáticamente"/>
</v:shape></span></span><span style=3D'mso-bookmark:_Toc38966068'><span
lang=3DES-US style=3D'mso-ansi-language:ES-US'><o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><b style=3D'=
mso-bidi-font-weight:
normal'><i style=3D'mso-bidi-font-style:normal'><span style=3D'mso-fareast-=
font-family:
"Times New Roman";mso-fareast-theme-font:minor-fareast;mso-ansi-language:ES=
-EC;
mso-fareast-language:ZH-CN'><o:p>&nbsp;</o:p></span></i></b></span></p>

<p class=3DMsoNoSpacing><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Evaluación del retardo<o:p></o:p></span><=
/span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Para determinar el valor del <span
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>delay</i></span> se =
restan
los tiempos entre el transmisor y receptor con ayuda del protocolo RTCP y un
servidor NTP que sincroniza a las dos terminales. Se puede notar que al sub=
ir
de piso el <span class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>del=
ay</i></span>
se incrementa. Cabe recalcar que los tiempos de <span class=3DSpellE><i
style=3D'mso-bidi-font-style:normal'>delay</i></span> varían dependiendo de=
 la
hora del día (nivel de interferencia) y el nivel de precisión que tiene el
cliente al sincronizarse con el servidor NTP.<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>En la </span></span><!--[if supportFields=
]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114576663 \h <span style=3D'colo=
r:red'><span
style=3D'mso-element:field-separator'></span></span></span></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-bookmark:_Toc=
38966068'><span
style=3D'mso-ansi-language:ES-EC'>Figura <span style=3D'mso-no-proof:yes'>1=
1</span><span
style=3D'color:red'><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370036003600360033000000</w:data>
</xml><![endif]--></span></span></span><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-end'></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-bookmark:_Toc=
38966068'><span
style=3D'color:black;mso-themecolor:text1;mso-ansi-language:ES-EC'>, </span=
></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
>se
presentan los resultados para el video “News” y se observa que en el caso m=
ás
extremo (seis saltos), la aplicación cumple con los requisitos establecidos=
 en
la recomendación UIT-T G.114 </span></span><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin;
mso-field-lock:yes'></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;URL&quot;:&quot;https://www.itu.int/rec/T-REC-G.114-200305-=
I/es&quot;,&quot;accessed&quot;:{&quot;date-parts&quot;:[[&quot;2022&quot;,=
&quot;3&quot;,&quot;18&quot;]]},&quot;author&quot;:[{&quot;dropping-particl=
e&quot;:&quot;&quot;,&quot;family&quot;:&quot;Tsbmail&quot;,&quot;given&quo=
t;:&quot;&quot;,&quot;non-dropping-particle&quot;:&quot;&quot;,&quot;parse-=
names&quot;:false,&quot;suffix&quot;:&quot;&quot;}],&quot;id&quot;:&quot;IT=
EM-1&quot;,&quot;issued&quot;:{&quot;date-parts&quot;:[[&quot;2003&quot;]]}=
,&quot;title&quot;:&quot;G.114
: Tiempo de transmisión en un
sentido&quot;,&quot;type&quot;:&quot;webpage&quot;},&quot;uris&quot;:[&quot=
;http://www.mendeley.com/documents/?uuid=3D6dab5827-25fd-3510-80fc-f1c98ebc=
96a6&quot;]}],&quot;mendeley&quot;:{&quot;formattedCitation&quot;:&quot;(Ts=
bmail,
2003)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Tsbmail,
2003)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Tsbmail,
2003)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}<span
style=3D'mso-element:field-separator'></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-no-proof:yes'>(Tsbmail, 2003)</span></span></span><!--[if supp=
ortFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-end'></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
>, la
cual recomienda un retardo menor a 150ms para una transmisión en tiempo rea=
l.<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNoSpacing><span style=3D'mso-bookmark:_Toc38966068'><span lan=
g=3DES
style=3D'mso-ansi-language:ES'>Evaluación de la p</span></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
>é</span></span><span
style=3D'mso-bookmark:_Toc38966068'><span class=3DSpellE><span lang=3DES
style=3D'mso-ansi-language:ES'>rdida</span></span></span><span style=3D'mso=
-bookmark:
_Toc38966068'><span lang=3DES style=3D'mso-ansi-language:ES'> de paquetes<o=
:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>La siguiente métrica evaluada es el porce=
ntaje
de pérdida de paquetes. Para obtener este valor se compara el número de
paquetes generados en el transmisor con los paquetes obtenidos en el recept=
or
empleando la Ecuación 3. Para que la comparación sea adecuada se realiza un
filtrado de los paquetes capturados por dirección IP de origen y destino,
número de puerto y protocolo de transporte (UDP, <i>User <span class=3DSpel=
lE>Datagram</span>
<span class=3DSpellE>Protocol</span></i>). <o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>En la </span></span><!--[if supportFields=
]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114576813 \h <span style=3D'colo=
r:red'><span
style=3D'mso-element:field-separator'></span></span></span></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-bookmark:_Toc=
38966068'><span
style=3D'mso-ansi-language:ES-EC'>Figura <span style=3D'mso-no-proof:yes'>1=
2</span><span
style=3D'color:red'><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370036003800310033000000</w:data>
</xml><![endif]--></span></span></span><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-end'></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-bookmark:_Toc=
38966068'><span
style=3D'color:black;mso-themecolor:text1;mso-ansi-language:ES-EC'>,</span>=
</span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'color:red;mso-ansi-langu=
age:
ES-EC'> </span></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>se presentan los resultados obtenidos par=
a el
video “News” en cada piso.<span style=3D'color:red'> </span>Donde, a partir=
 de la
gran amplitud de las barras de error se nota que existe una gran variabilid=
ad
en los resultados entre cada una de las transmisiones, esto se debe a las
interferencias y las condiciones propias del canal inalámbrico. Sin embargo=
, se
observa que en promedio, la pérdida de paquetes es baja y no supera el 5 %,
estando en la mayoría de casos por debajo del 1 %, lo cual se considera una
pérdida de paquetes “aceptable” para una llamada de voz y video </span></sp=
an><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin;
mso-field-lock:yes'></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>ADDIN CSL_CITATION
{&quot;citationItems&quot;:[{&quot;id&quot;:&quot;ITEM-1&quot;,&quot;itemDa=
ta&quot;:{&quot;URL&quot;:&quot;https://www.vyopta.com/blog/video-conferenc=
ing/understanding-packet-loss/&quot;,&quot;accessed&quot;:{&quot;date-parts=
&quot;:[[&quot;2022&quot;,&quot;3&quot;,&quot;18&quot;]]},&quot;author&quot=
;:[{&quot;dropping-particle&quot;:&quot;&quot;,&quot;family&quot;:&quot;Vyo=
pta&quot;,&quot;given&quot;:&quot;&quot;,&quot;non-dropping-particle&quot;:=
&quot;&quot;,&quot;parse-names&quot;:false,&quot;suffix&quot;:&quot;&quot;}=
],&quot;id&quot;:&quot;ITEM-1&quot;,&quot;issued&quot;:{&quot;date-parts&qu=
ot;:[[&quot;2019&quot;]]},&quot;title&quot;:&quot;What's
an Acceptable Amount of Packet Loss in
2019?&quot;,&quot;type&quot;:&quot;webpage&quot;},&quot;uris&quot;:[&quot;h=
ttp://www.mendeley.com/documents/?uuid=3D880a9022-79ad-39b3-8ba8-3cd2d9f637=
b9&quot;]}],&quot;mendeley&quot;:{&quot;formattedCitation&quot;:&quot;(Vyop=
ta,
2019)&quot;,&quot;plainTextFormattedCitation&quot;:&quot;(Vyopta,
2019)&quot;,&quot;previouslyFormattedCitation&quot;:&quot;(Vyopta,
2019)&quot;},&quot;properties&quot;:{&quot;noteIndex&quot;:0},&quot;schema&=
quot;:&quot;https://github.com/citation-style-language/schema/raw/master/cs=
l-citation.json&quot;}<span
style=3D'mso-element:field-separator'></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-no-proof:yes'>(Vyopta, 2019)</span></span></span><!--[if suppo=
rtFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-end'></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
>.<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal style=3D'text-indent:0cm'><span style=3D'mso-bookmark:=
_Toc38966068'></span><!--[if gte msEquation 12]><m:oMath><span
 style=3D'mso-bookmark:_Toc38966068'><m:r><m:rPr><m:scr m:val=3D"roman"/><m=
:sty
    m:val=3D"p"/><m:nor/></m:rPr><span style=3D'mso-ansi-language:ES-EC'>Pa=
cket
  Loss </span></m:r></span><span style=3D'mso-bookmark:_Toc38966068'><m:r><=
m:rPr><m:scr
    m:val=3D"roman"/><m:sty m:val=3D"p"/></m:rPr><span style=3D'font-family=
:"Cambria Math",serif;
  mso-ansi-language:ES-EC'>%</span></m:r><m:r><i style=3D'mso-bidi-font-sty=
le:
  normal'><span style=3D'font-family:"Cambria Math",serif;mso-ansi-language=
:ES-EC'>=3D(</span></i></m:r></span><span
 style=3D'mso-bookmark:_Toc38966068'><m:r><m:rPr><m:nor/></m:rPr><span
  style=3D'mso-ansi-language:ES-EC'> Paquetes enviados </span></m:r></span>=
<span
 style=3D'mso-bookmark:_Toc38966068'><m:r><i style=3D'mso-bidi-font-style:n=
ormal'><span
  style=3D'font-family:"Cambria Math",serif;mso-ansi-language:ES-EC'>-</spa=
n></i></m:r></span><span
 style=3D'mso-bookmark:_Toc38966068'><m:r><m:rPr><m:nor/></m:rPr><span
  style=3D'mso-ansi-language:ES-EC'> Paquetes recibidos </span></m:r></span=
><span
 style=3D'mso-bookmark:_Toc38966068'><m:r><i style=3D'mso-bidi-font-style:n=
ormal'><span
  style=3D'font-family:"Cambria Math",serif;mso-ansi-language:ES-EC'>)/</sp=
an></i></m:r></span><span
 style=3D'mso-bookmark:_Toc38966068'><m:r><m:rPr><m:nor/></m:rPr><span
  style=3D'mso-ansi-language:ES-EC'> Paquetes enviados</span></m:r></span><=
/m:oMath><![endif]--><![if !msEquation]><span
lang=3DEN-US style=3D'font-size:12.0pt;font-family:"Times New Roman",serif;
mso-fareast-font-family:"Times New Roman";position:relative;top:3.0pt;
mso-text-raise:-3.0pt;mso-ansi-language:EN-US;mso-fareast-language:ES-TRAD;
mso-bidi-language:AR-SA'><v:shape id=3D"_x0000_i1025" type=3D"#_x0000_t75" =
style=3D'width:398.25pt;
 height:14.25pt'>
 <v:imagedata src=3D"935-GALLEY_archivos/image018.png" o:title=3D"" chromak=
ey=3D"white"/>
</v:shape></span><![endif]><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-spacerun:yes'>        =
      
</span>(3)<o:p></o:p></span></span></p>

<p class=3DMsoSubtitle><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref114576813"><span lang=3DES-US>Figura </span></a></span><!--[if =
supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145768=
13'></span></span><span
style=3D'mso-element:field-begin'></span><span style=3D'mso-bookmark:_Toc38=
966068'><span
style=3D'mso-bookmark:_Ref114576813'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145768=
13'><span
lang=3DES-US><span style=3D'mso-no-proof:yes'>12</span></span></span></span=
><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145768=
13'></span></span><span
style=3D'mso-element:field-end'></span><![endif]--><span style=3D'mso-bookm=
ark:
_Toc38966068'><span style=3D'mso-bookmark:_Ref114576813'></span></span></p>

<p class=3DMsoBodyText><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES-US>Porcentaje
de <span class=3DSpellE>packet</span> <span class=3DSpellE>loss</span> para=
 el
video “News” en cada piso</span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DEN-US style=3D'mso-fareast=
-language:
EN-US;mso-no-proof:yes'><v:shape id=3D"Gráfico_x0020_21" o:spid=3D"_x0000_i=
1033"
 type=3D"#_x0000_t75" alt=3D"Gráfico&#10;&#10;Descripción generada automáti=
camente"
 style=3D'width:5in;height:265.5pt;visibility:visible;mso-wrap-style:square=
'>
 <v:imagedata src=3D"935-GALLEY_archivos/image019.png" o:title=3D"Gráfico&#=
10;&#10;Descripción generada automáticamente"
  croptop=3D"1305f"/>
</v:shape></span></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNoSpacing><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Evaluación del consumo de CPU<o:p></o:p><=
/span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Para obtener el consumo de CPU, en cada
transmisión se empleó la herramienta <i>top</i> de Linux. Los resultados se
presentan en la </span></span><!--[if supportFields]><span style=3D'mso-boo=
kmark:
_Toc38966068'></span><span style=3D'mso-element:field-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114576940 \h <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'>Figura <span
style=3D'mso-no-proof:yes'>13</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370036003900340030000000</w:data>
</xml><![endif]--></span></span><!--[if supportFields]><span style=3D'mso-b=
ookmark:
_Toc38966068'></span><span style=3D'mso-element:field-end'></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
>, donde
se puede destacar una tendencia similar en todos los pisos para el caso del
video <span class=3DSpellE><i>mother-daughter</i></span>, siendo el códec V=
P8 el
más eficiente, ya que cuenta con el menor consumo de CPU. En cuanto a los
códecs VP9 y H264 tienen un consumo equitativo alrededor del 100 %, y por
último H265 es el códec con mayor consumo de CPU. Cabe destacar que el coma=
ndo <i>top</i>
muestra el consumo como un porcentaje de una sola CPU.<o:p></o:p></span></s=
pan></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-spacerun:yes'> </span>=
<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>En los sistemas multinúcleo, se pueden te=
ner
porcentajes superiores al 100 %, como es el caso de H265. Es decir, el 100%
representa un solo núcleo funcionando a su máxima capacidad. Cabe indicar q=
ue,
se fijó el uso de CPU de VP8 y VP9 en 2 y 4 núcleos respectivamente para po=
der
realizar una transmisión en tiempo real y ajustarse al tiempo de duración d=
el
video. Los códecs H264 y H265 utilizan el <span class=3DSpellE><i>preset</i=
></span><i>
<span class=3DSpellE>speed-preset</span></i> en su valor por defecto (<i>Me=
dium</i>)
que mantiene un equilibrio entre calidad y velocidad de codificación.<o:p><=
/o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNoSpacing><span style=3D'mso-bookmark:_Toc38966068'><span lan=
g=3DES
style=3D'mso-ansi-language:ES'>Evaluación del tiempo de codificación y
transmisión<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Para esta métrica, al modificar los valor=
es por
defecto de los códecs, se establece que el tiempo de codificación y tiempo =
de
transmisión sean iguales al tiempo de video para poder realizar una transmi=
sión
en tiempo real. <o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNoSpacing><span style=3D'mso-bookmark:_Toc38966068'><span lan=
g=3DES
style=3D'mso-ansi-language:ES'>Análisis del PSNR<o:p></o:p></span></span></=
p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>En la </span></span><!--[if supportFields=
]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-spacerun:yes'> </span>REF _Ref114577527 \h <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'>Figura <span
style=3D'mso-no-proof:yes'>14</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310034003500370037003500320037000000</w:data>
</xml><![endif]--></span></span><!--[if supportFields]><span style=3D'mso-b=
ookmark:
_Toc38966068'></span><span style=3D'mso-element:field-end'></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
> se
muestran los resultados de la métrica PSNR para cada video, dependiendo del
tipo de códec. Respecto a los resultados, se evidencia H265 como el códec c=
on
mejor calidad debido a que tiene un mayor valor de PSNR, a éste le siguen H=
264
y VP9 manteniendo resultados similares y por último está el códec VP8.<o:p>=
</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoSubtitle><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref114576940"><span lang=3DES-US>Figura </span></a></span><!--[if =
supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145769=
40'></span></span><span
style=3D'mso-element:field-begin'></span><span style=3D'mso-bookmark:_Toc38=
966068'><span
style=3D'mso-bookmark:_Ref114576940'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145769=
40'><span
lang=3DES-US><span style=3D'mso-no-proof:yes'>13</span></span></span></span=
><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145769=
40'></span></span><span
style=3D'mso-element:field-end'></span><![endif]--><span style=3D'mso-bookm=
ark:
_Toc38966068'><span style=3D'mso-bookmark:_Ref114576940'></span></span></p>

<p class=3DMsoBodyText><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES-US>Consumo
de CPU promedio para el video “News” en cada piso</span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DEN-US style=3D'mso-fareast=
-language:
EN-US;mso-no-proof:yes'><v:shape id=3D"Gráfico_x0020_20" o:spid=3D"_x0000_i=
1032"
 type=3D"#_x0000_t75" alt=3D"Gráfico, Gráfico de barras&#10;&#10;Descripció=
n generada automáticamente"
 style=3D'width:5in;height:284.25pt;visibility:visible;mso-wrap-style:squar=
e'>
 <v:imagedata src=3D"935-GALLEY_archivos/image020.png" o:title=3D"Gráfico, =
Gráfico de barras&#10;&#10;Descripción generada automáticamente"/>
</v:shape></span></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p></o:p></span></span></p>

<p class=3DMsoNormal style=3D'text-indent:0cm'><span style=3D'mso-bookmark:=
_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoSubtitle><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref114577527"><span lang=3DES-US>Figura </span></a></span><!--[if =
supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145775=
27'></span></span><span
style=3D'mso-element:field-begin'></span><span style=3D'mso-bookmark:_Toc38=
966068'><span
style=3D'mso-bookmark:_Ref114577527'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145775=
27'><span
lang=3DES-US><span style=3D'mso-no-proof:yes'>14</span></span></span></span=
><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1145775=
27'></span></span><span
style=3D'mso-element:field-end'></span><![endif]--><span style=3D'mso-bookm=
ark:
_Toc38966068'><span style=3D'mso-bookmark:_Ref114577527'></span></span></p>

<p class=3DMsoBodyText><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES-US>Valor
de PSNR de los videos</span></span></p>

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_Toc38966068'><span
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MC4yNjQ1ODMiIGZvbnQtZmFtaWx5PSJBcmlhbCIgZm9udC1zaXplPSI3LjA1NTU2IiB4bWw6c3Bh
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AAAAAAAAAAAAAAAAAGzqBABkcnMvZG93bnJldi54bWxQSwECLQAUAAYACAAAACEAIlYO7scAAACl
AQAAGQAAAAAAAAAAAAAAAAB26wQAZHJzL19yZWxzL2Uyb0RvYy54bWwucmVsc1BLBQYAAAAABwAH
AL4BAAB07AQAAAA=3D
">
 <v:imagedata src=3D"935-GALLEY_archivos/image021.png" o:title=3D""/>
</v:shape></span></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p></o:p></span></span></p>

<p class=3DMsoNormal style=3D'text-indent:0cm'><span style=3D'mso-bookmark:=
_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DNivel2><span style=3D'mso-bookmark:_Toc38966068'><span lang=3DES=
-US
style=3D'mso-fareast-font-family:NimbusRomNo9L-Medi;mso-fareast-language:EN=
-US'>De</span></span><span
style=3D'mso-bookmark:_Toc38966068'></span><w:Sdt SdtTag=3D"goog_rdk_0"
 ID=3D"-606194803"></w:Sdt><span style=3D'mso-bookmark:_Toc38966068'><span
lang=3DES-US style=3D'mso-fareast-font-family:NimbusRomNo9L-Medi;mso-fareas=
t-language:
EN-US'>finición del códec más adecuado<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Basándose en el análisis realizado, en la=
 </span></span><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-spacerun:yes'> </span>REF _Ref115170691 \h <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'>Figura <span
style=3D'mso-no-proof:yes'>15</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310035003100370030003600390031000000</w:data>
</xml><![endif]--></span></span><!--[if supportFields]><span style=3D'mso-b=
ookmark:
_Toc38966068'></span><span style=3D'mso-element:field-end'></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
> se
presenta un resumen de los mejores resultados para cada códec. En tal senti=
do
se seleccionó a VP8 como el códec más adecuado para la aplicación requerida.
Concretamente porque en términos de <span class=3DSpellE><i style=3D'mso-bi=
di-font-style:
normal'>throughput</i></span> es el códec que no presenta ráfagas que super=
en
el umbral establecido y esto permite que la pérdida de paquetes sea menor. =
A su
vez, es el códec que demanda menos CPU, permitiendo hacer uso de equipos con
menos recursos de <i>hardware</i>. Finalmente, en términos de PSNR tiene
resultados similares a los demás códecs.<a name=3D"_Ref98490579"><o:p></o:p=
></a></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-bookmark:_Ref98490579'><span style=3D'mso-ansi-language:ES-EC'=
><o:p>&nbsp;</o:p></span></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-bookmark:_Ref98490579'><span style=3D'mso-ansi-language:ES-EC'=
><o:p>&nbsp;</o:p></span></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-bookmark:_Ref98490579'><span style=3D'mso-ansi-language:ES-EC'=
><o:p>&nbsp;</o:p></span></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-bookmark:_Ref98490579'><span style=3D'mso-ansi-language:ES-EC'=
><o:p>&nbsp;</o:p></span></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-bookmark:_Ref98490579'><span style=3D'mso-ansi-language:ES-EC;
mso-no-proof:yes'><o:p>&nbsp;</o:p></span></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-bookmark:_Ref98490579'><span style=3D'mso-ansi-language:ES-EC;
mso-no-proof:yes'><o:p>&nbsp;</o:p></span></span></span></p>

<span style=3D'mso-bookmark:_Ref98490579'></span>

<p class=3DMsoSubtitle><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref115170691"><span lang=3DES-US>Figura </span></a></span><!--[if =
supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1151706=
91'></span></span><span
style=3D'mso-element:field-begin'></span><span style=3D'mso-bookmark:_Toc38=
966068'><span
style=3D'mso-bookmark:_Ref115170691'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1151706=
91'><span
lang=3DES-US><span style=3D'mso-no-proof:yes'>15</span></span></span></span=
><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1151706=
91'></span></span><span
style=3D'mso-element:field-end'></span><![endif]--><span style=3D'mso-bookm=
ark:
_Toc38966068'><span style=3D'mso-bookmark:_Ref115170691'></span></span></p>

<p class=3DMsoBodyText><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES-US>Desempeño
de cada códec por métrica</span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DEN-US style=3D'mso-fareast=
-language:
EN-US;mso-no-proof:yes'><v:shape id=3D"Gráfico_x0020_23" o:spid=3D"_x0000_i=
1030"
 type=3D"#_x0000_t75" alt=3D"Gráfico, Gráfico radial&#10;&#10;Descripción g=
enerada automáticamente"
 style=3D'width:185.25pt;height:136.5pt;visibility:visible;mso-wrap-style:s=
quare'>
 <v:imagedata src=3D"935-GALLEY_archivos/image022.jpg" o:title=3D"Gráfico, =
Gráfico radial&#10;&#10;Descripción generada automáticamente"/>
</v:shape></span></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p></o:p></span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><o:p>&nbsp;</o:p></span></span></p>

<p class=3DNivel2><span style=3D'mso-bookmark:_Toc38966068'><span lang=3DES=
-US
style=3D'mso-fareast-font-family:NimbusRomNo9L-Medi;mso-fareast-language:EN=
-US'>Resultados
de la transmisión de audio y video en tiempo real<o:p></o:p></span></span><=
/p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Para transmitir audio y video entre los d=
iferentes
pisos del edificio, primero se estableció un umbral de 1.6 Mbps para realiz=
ar
diferentes codificaciones con distintos <span class=3DSpellE><i style=3D'ms=
o-bidi-font-style:
normal'>bitrates</i></span>. Debido al estado de la red, en algunos instant=
es
al codificar con 350 kbps se generaron ráfagas que superan los 1.6 Mbps, oc=
asionando
gran pérdida de paquetes y por lo tanto una degradación de la calidad. A pa=
rtir
de lo observado, cuando la red disponía de un <span class=3DSpellE><i>throu=
ghput</i></span>
por encima del umbral el video se codificó con un <span class=3DSpellE><i
style=3D'mso-bidi-font-style:normal'>bitrate</i></span> igual a 350 kbps y =
por
debajo de este umbral se codificó con 2</span></span><w:Sdt SdtTag=3D"goog_=
rdk_13"
 ID=3D"836419552"></w:Sdt><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>50 kbps. De esta manera se obtiene siempr=
e una
videollamada fluida.<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>En la </span></span><!--[if supportFields=
]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-spacerun:yes'> </span>REF _Ref115170804 \h <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'>Tabla <span
style=3D'mso-no-proof:yes'>2</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310035003100370030003800300034000000</w:data>
</xml><![endif]--></span></span><!--[if supportFields]><span style=3D'mso-b=
ookmark:
_Toc38966068'></span><span style=3D'mso-element:field-end'></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
>, se
presenta el ancho de banda medido antes de iniciar la transmisión en cada p=
iso
y también el <span class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>b=
itrate</i></span>
seleccionado automáticamente en cada uno, teniendo en cuenta el umbral
establecido. Donde se observa que el piso más crítico (piso 7) fue el único=
 en
codificar el video con 250 kbps ya que en ese instante hubo sobrecarga en la
red.<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoSubtitle><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref115170804"><span lang=3DES-US>Tabla </span></a></span><!--[if s=
upportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1151708=
04'></span></span><span
style=3D'mso-element:field-begin'></span><span style=3D'mso-bookmark:_Toc38=
966068'><span
style=3D'mso-bookmark:_Ref115170804'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Tabla \* ARABIC <span style=3D'mso-e=
lement:
field-separator'></span></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1151708=
04'><span
lang=3DES-US><span style=3D'mso-no-proof:yes'>2</span></span></span></span>=
<!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1151708=
04'></span></span><span
style=3D'mso-element:field-end'></span><![endif]--><span style=3D'mso-bookm=
ark:
_Toc38966068'><span style=3D'mso-bookmark:_Ref115170804'></span></span></p>

<p class=3DMsoBodyText><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES-US>Ancho
de banda medido por piso para la selección del <span class=3DSpellE>bitrate=
</span>
adecuado</span></span></p>

<div align=3Dcenter>

<table class=3DMsoTableGrid border=3D1 cellspacing=3D0 cellpadding=3D0
 style=3D'border-collapse:collapse;border:none;mso-border-alt:solid windowt=
ext .5pt;
 mso-yfti-tbllook:1184;mso-padding-alt:0cm 5.4pt 0cm 5.4pt'>
 <tr style=3D'mso-yfti-irow:0;mso-yfti-firstrow:yes'>
  <td width=3D60 valign=3Dtop style=3D'width:44.75pt;border:solid windowtex=
t 1.0pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><b><span
  lang=3DES-US style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language=
:ES-US'>PISO<o:p></o:p></span></b></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D78 valign=3Dtop style=3D'width:58.5pt;border:solid windowtext=
 1.0pt;
  border-left:none;mso-border-left-alt:solid windowtext .5pt;mso-border-alt:
  solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><b><span
  lang=3DES-US style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language=
:ES-US'>SALTOS<o:p></o:p></span></b></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D192 valign=3Dtop style=3D'width:144.0pt;border:solid windowte=
xt 1.0pt;
  border-left:none;mso-border-left-alt:solid windowtext .5pt;mso-border-alt:
  solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><b><span
  lang=3DES-US style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language=
:ES-US'>ANCHO
  DE BANDA </span></b></span><span style=3D'mso-bookmark:_Toc38966068'><b><=
span
  lang=3DEN-US style=3D'font-size:10.0pt;line-height:102%'>[Mbps]<o:p></o:p=
></span></b></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D120 valign=3Dtop style=3D'width:90.0pt;border:solid windowtex=
t 1.0pt;
  border-left:none;mso-border-left-alt:solid windowtext .5pt;mso-border-alt:
  solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><b><span
  lang=3DES-US style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language=
:ES-US'>BITRATE
  [Kbps]<o:p></o:p></span></b></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
 </tr>
 <tr style=3D'mso-yfti-irow:1'>
  <td width=3D60 valign=3Dtop style=3D'width:44.75pt;border:solid windowtex=
t 1.0pt;
  border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:s=
olid windowtext .5pt;
  padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>1<o:p=
></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D78 valign=3Dtop style=3D'width:58.5pt;border-top:none;border-=
left:none;
  border-bottom:solid windowtext 1.0pt;border-right:solid windowtext 1.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>3<o:p=
></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D192 valign=3Dtop style=3D'width:144.0pt;border-top:none;borde=
r-left:
  none;border-bottom:solid windowtext 1.0pt;border-right:solid windowtext 1=
.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>2.82<=
o:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D120 valign=3Dtop style=3D'width:90.0pt;border-top:none;border=
-left:
  none;border-bottom:solid windowtext 1.0pt;border-right:solid windowtext 1=
.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>350<o=
:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
 </tr>
 <tr style=3D'mso-yfti-irow:2'>
  <td width=3D60 valign=3Dtop style=3D'width:44.75pt;border:solid windowtex=
t 1.0pt;
  border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:s=
olid windowtext .5pt;
  padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>3<o:p=
></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D78 valign=3Dtop style=3D'width:58.5pt;border-top:none;border-=
left:none;
  border-bottom:solid windowtext 1.0pt;border-right:solid windowtext 1.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>4<o:p=
></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D192 valign=3Dtop style=3D'width:144.0pt;border-top:none;borde=
r-left:
  none;border-bottom:solid windowtext 1.0pt;border-right:solid windowtext 1=
.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>2.72<=
o:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D120 valign=3Dtop style=3D'width:90.0pt;border-top:none;border=
-left:
  none;border-bottom:solid windowtext 1.0pt;border-right:solid windowtext 1=
.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>350<o=
:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
 </tr>
 <tr style=3D'mso-yfti-irow:3'>
  <td width=3D60 valign=3Dtop style=3D'width:44.75pt;border:solid windowtex=
t 1.0pt;
  border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:s=
olid windowtext .5pt;
  padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>5<o:p=
></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D78 valign=3Dtop style=3D'width:58.5pt;border-top:none;border-=
left:none;
  border-bottom:solid windowtext 1.0pt;border-right:solid windowtext 1.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>5<o:p=
></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D192 valign=3Dtop style=3D'width:144.0pt;border-top:none;borde=
r-left:
  none;border-bottom:solid windowtext 1.0pt;border-right:solid windowtext 1=
.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>2.5<o=
:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D120 valign=3Dtop style=3D'width:90.0pt;border-top:none;border=
-left:
  none;border-bottom:solid windowtext 1.0pt;border-right:solid windowtext 1=
.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>350<o=
:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
 </tr>
 <tr style=3D'mso-yfti-irow:4;mso-yfti-lastrow:yes'>
  <td width=3D60 valign=3Dtop style=3D'width:44.75pt;border:solid windowtex=
t 1.0pt;
  border-top:none;mso-border-top-alt:solid windowtext .5pt;mso-border-alt:s=
olid windowtext .5pt;
  padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>7<o:p=
></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D78 valign=3Dtop style=3D'width:58.5pt;border-top:none;border-=
left:none;
  border-bottom:solid windowtext 1.0pt;border-right:solid windowtext 1.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>6<o:p=
></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D192 valign=3Dtop style=3D'width:144.0pt;border-top:none;borde=
r-left:
  none;border-bottom:solid windowtext 1.0pt;border-right:solid windowtext 1=
.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>1.59<=
o:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
  <td width=3D120 valign=3Dtop style=3D'width:90.0pt;border-top:none;border=
-left:
  none;border-bottom:solid windowtext 1.0pt;border-right:solid windowtext 1=
.0pt;
  mso-border-top-alt:solid windowtext .5pt;mso-border-left-alt:solid window=
text .5pt;
  mso-border-alt:solid windowtext .5pt;padding:0cm 5.4pt 0cm 5.4pt'>
  <p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-inden=
t:0cm;
  line-height:102%'><span style=3D'mso-bookmark:_Toc38966068'><span lang=3D=
ES-US
  style=3D'font-size:10.0pt;line-height:102%;mso-ansi-language:ES-US'>250<o=
:p></o:p></span></span></p>
  </td>
  <span style=3D'mso-bookmark:_Toc38966068'></span>
 </tr>
</table>

</div>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Para evaluar objetivamente la calidad de =
audio
y video, se calcularon las métricas a partir del tráfico capturado en tiempo
real una vez establecida la videollamada. Cabe indicar que se realizó un to=
tal
de 10 capturas con una duración de dos minutos cada una con el objetivo de
efectuar un análisis estadístico de los resultados. Al finalizar las
transmisiones en todos los pisos, se promediaron las tres métricas (<span
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>throughput</i></span=
>, <span
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>delay</i></span>, <s=
pan
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>packet</i></span><i
style=3D'mso-bidi-font-style:normal'> <span class=3DSpellE>loss</span></i>)=
 tanto
para audio como para video. <o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Además, en la </span></span><!--[if suppo=
rtFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-spacerun:yes'> </span>REF _Ref115170914 \h <span style=3D'mso-=
element:
field-separator'></span></span></span><![endif]--><span style=3D'mso-bookma=
rk:
_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'>Figura <span
style=3D'mso-no-proof:yes'>16</span><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310035003100370030003900310034000000</w:data>
</xml><![endif]--></span></span><!--[if supportFields]><span style=3D'mso-b=
ookmark:
_Toc38966068'></span><span style=3D'mso-element:field-end'></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'>
correspondiente al <span class=3DSpellE>delay</span>, se comprobó que, al
incrementar el número de saltos, el <span class=3DSpellE>delay</span> aumen=
tó
tanto para el audio como para el video. Finalmente, para la </span></span><=
!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-begin'></span><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><span
style=3D'mso-spacerun:yes'> </span>REF _Ref115170962 \h <span style=3D'colo=
r:red'><span
style=3D'mso-element:field-separator'></span></span></span></span><![endif]=
--><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-bookmark:_Toc=
38966068'><span
style=3D'mso-ansi-language:ES-EC'>Figura <span style=3D'mso-no-proof:yes'>1=
7</span><span
style=3D'color:red'><!--[if gte mso 9]><xml>
 <w:data>08D0C9EA79F9BACE118C8200AA004BA90B02000000080000000E0000005F005200=
650066003100310035003100370030003900360032000000</w:data>
</xml><![endif]--></span></span></span><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'></span><span style=3D'mso-element:field=
-end'></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'color:red;mso-ansi-langu=
age:
ES-EC'> </span></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>correspondiente al <span class=3DSpellE><i
style=3D'mso-bidi-font-style:normal'>packet</i></span><i style=3D'mso-bidi-=
font-style:
normal'> <span class=3DSpellE>loss</span></i> se verificó que el piso 7 tie=
ne
mayor pérdida de paquetes. Cabe recalcar que el <span class=3DSpellE><i
style=3D'mso-bidi-font-style:normal'>packet</i></span><i style=3D'mso-bidi-=
font-style:
normal'> <span class=3DSpellE>loss</span></i> y el <span class=3DSpellE><i
style=3D'mso-bidi-font-style:normal'>delay</i></span> son dependientes de la
sobrecarga o interferencia que existe en ese momento en la red.<o:p></o:p><=
/span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC;mso-no-proof:yes'><o:p>&nbsp;</o:p></span>=
</span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref98490723"><span lang=3DES-US style=3D'mso-ansi-language:ES-US'>=
<o:p>&nbsp;</o:p></span></a></span></p>

<span style=3D'mso-bookmark:_Ref98490723'></span>

<p class=3DMsoSubtitle><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref115170914"><span lang=3DES-US>Figura </span></a></span><!--[if =
supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1151709=
14'></span></span><span
style=3D'mso-element:field-begin'></span><span style=3D'mso-bookmark:_Toc38=
966068'><span
style=3D'mso-bookmark:_Ref115170914'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1151709=
14'><span
lang=3DES-US><span style=3D'mso-no-proof:yes'>16</span></span></span></span=
><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1151709=
14'></span></span><span
style=3D'mso-element:field-end'></span><![endif]--><span style=3D'mso-bookm=
ark:
_Toc38966068'><span style=3D'mso-bookmark:_Ref115170914'></span></span></p>

<p class=3DMsoBodyText><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES-US>Resultados
para la métrica <span class=3DSpellE>delay</span> de audio y video del usua=
rio A
y B</span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DEN-US style=3D'mso-fareast=
-language:
EN-US;mso-no-proof:yes'><v:shape id=3D"Gráfico_x0020_34" o:spid=3D"_x0000_i=
1029"
 type=3D"#_x0000_t75" alt=3D"Gráfico, Gráfico de barras, Histograma&#10;&#1=
0;Descripción generada automáticamente"
 style=3D'width:358.5pt;height:249pt;visibility:visible;mso-wrap-style:squa=
re'>
 <v:imagedata src=3D"935-GALLEY_archivos/image023.png" o:title=3D"Gráfico, =
Gráfico de barras, Histograma&#10;&#10;Descripción generada automáticamente=
"/>
</v:shape></span></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p></o:p></span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'=
><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoSubtitle><span style=3D'mso-bookmark:_Toc38966068'><a
name=3D"_Ref115170962"><span lang=3DES-US>Figura </span></a></span><!--[if =
supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1151709=
62'></span></span><span
style=3D'mso-element:field-begin'></span><span style=3D'mso-bookmark:_Toc38=
966068'><span
style=3D'mso-bookmark:_Ref115170962'><span lang=3DES-US><span
style=3D'mso-spacerun:yes'> </span>SEQ Figura \* ARABIC <span style=3D'mso-=
element:
field-separator'></span></span></span></span><![endif]--><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1151709=
62'><span
lang=3DES-US><span style=3D'mso-no-proof:yes'>17</span></span></span></span=
><!--[if supportFields]><span
style=3D'mso-bookmark:_Toc38966068'><span style=3D'mso-bookmark:_Ref1151709=
62'></span></span><span
style=3D'mso-element:field-end'></span><![endif]--><span style=3D'mso-bookm=
ark:
_Toc38966068'><span style=3D'mso-bookmark:_Ref115170962'></span></span></p>

<p class=3DMsoBodyText><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES-US>Resultados
para la métrica <span class=3DSpellE>packet</span> <span class=3DSpellE>los=
s</span>
de audio y video del usuario A y B</span></span></p>

<p class=3DMsoNormal align=3Dcenter style=3D'text-align:center;text-indent:=
0cm'><span
style=3D'mso-bookmark:_Toc38966068'><span lang=3DEN-US style=3D'mso-fareast=
-language:
EN-US;mso-no-proof:yes'><v:shape id=3D"Gráfico_x0020_35" o:spid=3D"_x0000_i=
1028"
 type=3D"#_x0000_t75" alt=3D"Gráfico, Histograma&#10;&#10;Descripción gener=
ada automáticamente"
 style=3D'width:351pt;height:251.25pt;visibility:visible;mso-wrap-style:squ=
are'>
 <v:imagedata src=3D"935-GALLEY_archivos/image024.png" o:title=3D"Gráfico, =
Histograma&#10;&#10;Descripción generada automáticamente"/>
</v:shape></span></span><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DNivel1><span style=3D'mso-bookmark:_Toc38966068'><span lang=3DES
style=3D'mso-fareast-font-family:"Times New Roman";mso-fareast-theme-font:m=
inor-fareast'>Conclusiones<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>La caracterización de la red ad hoc demos=
tró
que, al existir interferencias, las cuales aumentan o disminuyen dependiend=
o de
la hora del día al variar el número de redes wifi que afectan al canal 7, y=
 conforme
se incrementa el número de saltos, la red se sobrecarga reduciendo el ancho=
 de
banda disponible. Debido a esto, es de gran importancia contar con un siste=
ma
de transmisión de video capaz de comprobar el estado de la red en el momento
que se desea realizar la videollamada y escoger el <span class=3DSpellE><i
style=3D'mso-bidi-font-style:normal'>bitrate</i></span> más adecuado en ese
instante. <o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Además, permitió establecer el umbral máx=
imo de
ancho de banda en 1.6 Mbps en el piso más crítico, siendo este la referencia
para mantener una comunicación aceptable. Cabe mencionar que la metodología
empleada consistió en colocar nodos fijos dentro de un área limitada del
edificio y para obtener el mayor ancho de banda se eligió un intervalo del =
día
con la menor interferencia.<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>En cuanto a los experimentos realizados p=
ara
obtener el códec óptimo, se comprobó que VP8 permite la transmisión de un m=
ismo
video con ráfagas y con una amplitud menor al umbral de la red, alrededor de
1Mbps, mientras que los demás códecs tuvieron ráfagas que superan los 1.6Mb=
ps.
Otro aspecto importante es que con VP8 se requirió tan solo un máximo dos <=
span
class=3DSpellE>CPUs</span>, a diferencia de VP9 que utilizó 4 y tanto H264 =
como
H265 utilizaron 8. Siendo estas las razones principales para descartar a los
demás códecs estudiados. De esta forma, en caso de emergencia, cua</span></=
span><w:Sdt
 SdtTag=3D"goog_rdk_7" ID=3D"1450278011"></w:Sdt><span style=3D'mso-bookmar=
k:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>lquier persona puede hacer uso de la
herramienta de videollamada incluso con dispositivos limitados en
hardware.<span style=3D'mso-spacerun:yes'>  </span><o:p></o:p></span></span=
></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-spacerun:yes'> </span>=
<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Cabe destacar que, la aplicación de video=
 de
emergencia desarrollada permite una comunicación bidireccional de audio y v=
ideo
entre dos usuarios dentro de la red ad hoc y además con la capacidad de
adaptarse a las condiciones de la red para garantizar una videoconferencia
fluida.<span style=3D'mso-spacerun:yes'>  </span><o:p></o:p></span></span><=
/p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'><span style=3D'mso-spacerun:yes'> </span>=
<o:p></o:p></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>Por último, las pruebas realizadas confir=
maron
el correcto funcionamiento y establecimiento de una videollamada entre los
pisos más alejados, en donde se presentan </span></span><w:Sdt
 SdtTag=3D"goog_rdk_1" ID=3D"-663853508"></w:Sdt><span style=3D'mso-bookmar=
k:_Toc38966068'><span
style=3D'mso-ansi-language:ES-EC'>las condiciones más críticas en cuanto a =
<span
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>delay</i></span>, <s=
pan
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>throughput</i></span=
> y <span
class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>packet</i></span><i
style=3D'mso-bidi-font-style:normal'> <span class=3DSpellE>loss</span></i>.=
 Con lo
cual, se estableció un <span class=3DSpellE><i style=3D'mso-bidi-font-style=
:normal'>bitrate</i></span>
de 250 Kbps para obtener una videollamada fluida en el piso más crítico,
generando un <span class=3DSpellE><i style=3D'mso-bidi-font-style:normal'>d=
elay</i></span>
promedio de 50ms y un <span class=3DSpellE><i style=3D'mso-bidi-font-style:=
normal'>packet</i></span><i
style=3D'mso-bidi-font-style:normal'> <span class=3DSpellE>loss</span></i> =
promedio
de 5.68% en uno de los usuarios. En conclusión, por medio de la herramienta
desarrollada se estableció una comunicación de emergencia en tiempo real
aprovechando una red ad hoc desplegada.<span class=3Deop><span style=3D'col=
or:#0563C1'>&nbsp;<o:p></o:p></span></span></span></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span class=
=3Deop><span
style=3D'color:#0563C1;mso-ansi-language:ES-EC'><o:p>&nbsp;</o:p></span></s=
pan></span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span class=
=3Deop><span
style=3D'mso-ansi-language:ES-EC'>Como futuras investigaciones se plantea a=
plicar
el sistema a una red con nodos móviles y un protocolo de enrutamiento dinám=
ico
para cubrir un área mayor dentro del edificio. Además, se puede utilizar un
método donde el canal usado sea escogido de forma dinámica para utilizar el
mayor ancho de banda disponible</span></span></span><span style=3D'mso-book=
mark:
_Toc38966068'><span style=3D'mso-ansi-language:ES-EC'>.<o:p></o:p></span></=
span></p>

<p class=3DMsoNormal><span style=3D'mso-bookmark:_Toc38966068'><span lang=
=3DES
style=3D'mso-ansi-language:ES'><o:p>&nbsp;</o:p></span></span></p>

<span style=3D'mso-bookmark:_Toc38966068'></span>

<p class=3DNivel1><a name=3D"_Hlk86590003"><span lang=3DES style=3D'mso-far=
east-font-family:
"Times New Roman";mso-fareast-theme-font:minor-fareast'>Reconocimientos<o:p=
></o:p></span></a></p>

<span style=3D'mso-bookmark:_Hlk86590003'></span>

<p class=3DMsoNormal><span style=3D'mso-ansi-language:ES-EC'>Los autores de=
 este
trabajo agradecen al Vicerrectorado de Investigación de la Universidad de
Cuenca y al proyecto de investigación “Tecnologías <span class=3DSpellE>IoT=
</span>
y Redes Inalámbricas de Sensores Aplicados a la Monitorización de Salud
Estructural en Edificios Esenciales de la Ciudad de Cuenca” que permitieron
realizar el trabajo de investigación haciendo uso de su red. <o:p></o:p></s=
pan></p>

<p class=3DTableParagraph style=3D'text-align:justify;text-indent:36.0pt;
line-height:normal'><span lang=3DES-US style=3D'font-size:12.0pt;mso-ansi-l=
anguage:
ES-US'><o:p>&nbsp;</o:p></span></p>

<p class=3DNivel1><span lang=3DES>Referencias</span></p>

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margin-left:36.0pt;text-indent:-36.0pt;mso-pagination:none;mso-layout-grid-=
align:
none;text-autospace:none'><span lang=3DES style=3D'font-size:10.0pt;mso-bid=
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------=_NextPart_01D90411.075D7220
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------=_NextPart_01D90411.075D7220--