






{"id":8323,"date":"2021-09-23T09:04:20","date_gmt":"2021-09-23T09:04:20","guid":{"rendered":"http:\/\/testing-domain.tech\/?p=8323"},"modified":"2025-01-24T09:06:39","modified_gmt":"2025-01-24T09:06:39","slug":"enabling-low-cost-intelligent-traffic-signal-system-with-iudx","status":"publish","type":"post","link":"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/","title":{"rendered":"Enabling Low-Cost Intelligent Traffic Signal System with IUDX"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"8323\" class=\"elementor elementor-8323\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-bba61ac elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bba61ac\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2e90dd9\" data-id=\"2e90dd9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cff4629 elementor-widget elementor-widget-text-editor\" data-id=\"cff4629\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-1088dba elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1088dba\" data-element_type=\"section\"><div class=\"elementor-container elementor-column-gap-default\"><div class=\"elementor-row\"><div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9791ee5\" data-id=\"9791ee5\" data-element_type=\"column\"><div class=\"elementor-column-wrap elementor-element-populated\"><div class=\"elementor-widget-wrap\"><div class=\"elementor-element elementor-element-4531eb2 elementor-widget elementor-widget-text-editor\" data-id=\"4531eb2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><div class=\"elementor-text-editor elementor-clearfix\"><p>Since decades, traffic signals have been used to regulate traffic in order to increase efficiency in vehicular movement and road safety. These conventional traffic lights have done the job required with aplomb. However, increase in population, an exponential increase in traffic and the randomness in the traffic density pattern throughout the day has rendered these conventional signals rather obsolete.<\/p><p>The conventional traffic signals work on pre-set clocks having a fixed time period to switch traffic between different directions. They lack the capability required for smart functioning and do not consider the real-time demand of commuters as input, hence, do not consider adaptive traffic optimization. Vehicles, thus have to wait for a long-time span even if the traffic density in their lane is very less. In short, the two main functionalities where a conventional traffic system falls short are, traffic density and dynamic signal time changes based on it.<\/p><p>The answer to this problem is Adaptive Traffic Control System (ATCS), an intelligent traffic management system that senses the changing traffic patterns around the traffic signal and other nearby junctions to generate an optimized cycle time plan. This system can reduce the traffic congestion and also increase the average traffic speed. However, replacing conventional traffic signals with ATCS setup is very taxing to the city exchequer given its high cost and the amount of civil work involved.<\/p><p>A low cost yet equally effective alternative is reusing existing smart elements deployed in a city to integrate conventional traffic signals with ATCS network with the support of a secure data sharing platform such as IUDX. These existing smart elements are the surveillance and traffic violation detection systems viz. RLVD\/Surveillance Cameras, one of the solutions of Smart City 1.0, that have been mounted at multiple traffic signals across smart cities. In this arrangement, one of ways of generating traffic density in real-time can be to perform video analytics on the feeds from existing surveillance\/violation cameras. In another approach, third-party traffic data like google real-time traffic data can be used. Of course, the latter will be more expensive for a smaller number of traffic junctions.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section><p><!-- [if gte mso 9]><xml><br \/> <o:OfficeDocumentSettings><br \/>  <o:AllowPNG\/><br \/> <\/o:OfficeDocumentSettings><br \/><\/xml><![endif]--><!-- [if gte mso 9]><xml><br \/> <w:WordDocument><br \/>  <w:View>Normal<\/w:View><br \/>  <w:Zoom>0<\/w:Zoom><br \/>  <w:TrackMoves\/><br \/>  <w:TrackFormatting\/><br \/>  <w:PunctuationKerning\/><br \/>  <w:ValidateAgainstSchemas\/><br \/>  <w:SaveIfXMLInvalid>false<\/w:SaveIfXMLInvalid><br \/>  <w:IgnoreMixedContent>false<\/w:IgnoreMixedContent><br \/>  <w:AlwaysShowPlaceholderText>false<\/w:AlwaysShowPlaceholderText><br \/>  <w:DoNotPromoteQF\/><br \/>  <w:LidThemeOther>EN-IN<\/w:LidThemeOther><br \/>  <w:LidThemeAsian>X-NONE<\/w:LidThemeAsian><br \/>  <w:LidThemeComplexScript>X-NONE<\/w:LidThemeComplexScript><br \/>  <w:Compatibility><br \/>   <w:BreakWrappedTables\/><br \/>   <w:SnapToGridInCell\/><br \/>   <w:WrapTextWithPunct\/><br \/>   <w:UseAsianBreakRules\/><br \/>   <w:DontGrowAutofit\/><br \/>   <w:SplitPgBreakAndParaMark\/><br \/>   <w:EnableOpenTypeKerning\/><br \/>   <w:DontFlipMirrorIndents\/><br \/>   <w:OverrideTableStyleHps\/><br \/>  <\/w:Compatibility><br \/>  <m:mathPr><br \/>   <m:mathFont m:val=\"Cambria Math\"\/><br \/>   <m:brkBin m:val=\"before\"\/><br \/>   <m:brkBinSub m:val=\"--\"\/><br \/>   <m:smallFrac m:val=\"off\"\/><br \/>   <m:dispDef\/><br \/>   <m:lMargin m:val=\"0\"\/><br \/>   <m:rMargin m:val=\"0\"\/><br \/>   <m:defJc m:val=\"centerGroup\"\/><br \/>   <m:wrapIndent m:val=\"1440\"\/><br \/>   <m:intLim m:val=\"subSup\"\/><br \/>   <m:naryLim m:val=\"undOvr\"\/><br \/>  <\/m:mathPr><\/w:WordDocument><br \/><\/xml><![endif]--><!-- [if gte mso 9]><xml><br \/> <w:LatentStyles DefLockedState=\"false\" DefUnhideWhenUsed=\"false\" DefSemiHidden=\"false\" DefQFormat=\"false\" DefPriority=\"99\" LatentStyleCount=\"376\"><br \/>  <w:LsdException Locked=\"false\" Priority=\"0\" QFormat=\"true\" Name=\"Normal\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"9\" QFormat=\"true\" Name=\"heading 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"9\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" QFormat=\"true\" Name=\"heading 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"9\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" QFormat=\"true\" Name=\"heading 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"9\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" QFormat=\"true\" Name=\"heading 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"9\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" QFormat=\"true\" Name=\"heading 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"9\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" QFormat=\"true\" Name=\"heading 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"9\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" QFormat=\"true\" Name=\"heading 7\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"9\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" QFormat=\"true\" Name=\"heading 8\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"9\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" QFormat=\"true\" Name=\"heading 9\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"index 1\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"index 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"index 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"index 4\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"index 5\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"index 6\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"index 7\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"index 8\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"index 9\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"39\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"toc 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"39\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"toc 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"39\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"toc 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"39\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"toc 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"39\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"toc 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"39\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"toc 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"39\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"toc 7\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"39\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"toc 8\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"39\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"toc 9\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Normal Indent\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"footnote text\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"annotation text\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"header\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"footer\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"index heading\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"35\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" QFormat=\"true\" Name=\"caption\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"table of figures\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"envelope address\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"envelope return\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"footnote reference\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"annotation reference\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"line number\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"page number\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"endnote reference\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"endnote text\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"table of authorities\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"macro\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"toa heading\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Bullet\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Number\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List 4\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List 5\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Bullet 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Bullet 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Bullet 4\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Bullet 5\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Number 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Number 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Number 4\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Number 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"10\" QFormat=\"true\" Name=\"Title\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Closing\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Signature\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"1\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Default Paragraph Font\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Body Text\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Body Text Indent\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Continue\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Continue 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Continue 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Continue 4\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"List Continue 5\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Message Header\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"11\" QFormat=\"true\" Name=\"Subtitle\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Salutation\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Date\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Body Text First Indent\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Body Text First Indent 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Note Heading\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Body Text 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Body Text 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Body Text Indent 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Body Text Indent 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Block Text\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Hyperlink\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"FollowedHyperlink\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"22\" QFormat=\"true\" Name=\"Strong\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"20\" QFormat=\"true\" Name=\"Emphasis\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Document Map\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Plain Text\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"E-mail Signature\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"HTML Top of Form\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"HTML Bottom of Form\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Normal (Web)\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"HTML Acronym\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"HTML Address\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"HTML Cite\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"HTML Code\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"HTML Definition\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"HTML Keyboard\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"HTML Preformatted\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"HTML Sample\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"HTML Typewriter\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"HTML Variable\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Normal Table\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"annotation subject\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"No List\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Outline List 1\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Outline List 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Outline List 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Simple 1\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Simple 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Simple 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Classic 1\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Classic 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Classic 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Classic 4\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Colorful 1\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Colorful 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Colorful 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Columns 1\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Columns 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Columns 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Columns 4\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Columns 5\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Grid 1\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Grid 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Grid 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Grid 4\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Grid 5\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Grid 6\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Grid 7\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Grid 8\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table List 1\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table List 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table List 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table List 4\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table List 5\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table List 6\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table List 7\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table List 8\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table 3D effects 1\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table 3D effects 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table 3D effects 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Contemporary\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Elegant\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Professional\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Subtle 1\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Subtle 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Web 1\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Web 2\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Web 3\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Balloon Text\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"39\" Name=\"Table Grid\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Table Theme\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" Name=\"Placeholder Text\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"1\" QFormat=\"true\" Name=\"No Spacing\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"60\" Name=\"Light Shading\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"61\" Name=\"Light List\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"62\" Name=\"Light Grid\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"63\" Name=\"Medium Shading 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"64\" Name=\"Medium Shading 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"65\" Name=\"Medium List 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"66\" Name=\"Medium List 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"67\" Name=\"Medium Grid 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"68\" Name=\"Medium Grid 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"69\" Name=\"Medium Grid 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"70\" Name=\"Dark List\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"71\" Name=\"Colorful Shading\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"72\" Name=\"Colorful List\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"73\" Name=\"Colorful Grid\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"60\" Name=\"Light Shading Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"61\" Name=\"Light List Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"62\" Name=\"Light Grid Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"63\" Name=\"Medium Shading 1 Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"64\" Name=\"Medium Shading 2 Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"65\" Name=\"Medium List 1 Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" Name=\"Revision\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"34\" QFormat=\"true\" Name=\"List Paragraph\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"29\" QFormat=\"true\" Name=\"Quote\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"30\" QFormat=\"true\" Name=\"Intense Quote\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"66\" Name=\"Medium List 2 Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"67\" Name=\"Medium Grid 1 Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"68\" Name=\"Medium Grid 2 Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"69\" Name=\"Medium Grid 3 Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"70\" Name=\"Dark List Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"71\" Name=\"Colorful Shading Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"72\" Name=\"Colorful List Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"73\" Name=\"Colorful Grid Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"60\" Name=\"Light Shading Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"61\" Name=\"Light List Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"62\" Name=\"Light Grid Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"63\" Name=\"Medium Shading 1 Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"64\" Name=\"Medium Shading 2 Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"65\" Name=\"Medium List 1 Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"66\" Name=\"Medium List 2 Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"67\" Name=\"Medium Grid 1 Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"68\" Name=\"Medium Grid 2 Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"69\" Name=\"Medium Grid 3 Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"70\" Name=\"Dark List Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"71\" Name=\"Colorful Shading Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"72\" Name=\"Colorful List Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"73\" Name=\"Colorful Grid Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"60\" Name=\"Light Shading Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"61\" Name=\"Light List Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"62\" Name=\"Light Grid Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"63\" Name=\"Medium Shading 1 Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"64\" Name=\"Medium Shading 2 Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"65\" Name=\"Medium List 1 Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"66\" Name=\"Medium List 2 Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"67\" Name=\"Medium Grid 1 Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"68\" Name=\"Medium Grid 2 Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"69\" Name=\"Medium Grid 3 Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"70\" Name=\"Dark List Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"71\" Name=\"Colorful Shading Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"72\" Name=\"Colorful List Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"73\" Name=\"Colorful Grid Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"60\" Name=\"Light Shading Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"61\" Name=\"Light List Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"62\" Name=\"Light Grid Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"63\" Name=\"Medium Shading 1 Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"64\" Name=\"Medium Shading 2 Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"65\" Name=\"Medium List 1 Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"66\" Name=\"Medium List 2 Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"67\" Name=\"Medium Grid 1 Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"68\" Name=\"Medium Grid 2 Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"69\" Name=\"Medium Grid 3 Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"70\" Name=\"Dark List Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"71\" Name=\"Colorful Shading Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"72\" Name=\"Colorful List Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"73\" Name=\"Colorful Grid Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"60\" Name=\"Light Shading Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"61\" Name=\"Light List Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"62\" Name=\"Light Grid Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"63\" Name=\"Medium Shading 1 Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"64\" Name=\"Medium Shading 2 Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"65\" Name=\"Medium List 1 Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"66\" Name=\"Medium List 2 Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"67\" Name=\"Medium Grid 1 Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"68\" Name=\"Medium Grid 2 Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"69\" Name=\"Medium Grid 3 Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"70\" Name=\"Dark List Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"71\" Name=\"Colorful Shading Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"72\" Name=\"Colorful List Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"73\" Name=\"Colorful Grid Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"60\" Name=\"Light Shading Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"61\" Name=\"Light List Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"62\" Name=\"Light Grid Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"63\" Name=\"Medium Shading 1 Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"64\" Name=\"Medium Shading 2 Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"65\" Name=\"Medium List 1 Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"66\" Name=\"Medium List 2 Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"67\" Name=\"Medium Grid 1 Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"68\" Name=\"Medium Grid 2 Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"69\" Name=\"Medium Grid 3 Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"70\" Name=\"Dark List Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"71\" Name=\"Colorful Shading Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"72\" Name=\"Colorful List Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"73\" Name=\"Colorful Grid Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"19\" QFormat=\"true\" Name=\"Subtle Emphasis\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"21\" QFormat=\"true\" Name=\"Intense Emphasis\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"31\" QFormat=\"true\" Name=\"Subtle Reference\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"32\" QFormat=\"true\" Name=\"Intense Reference\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"33\" QFormat=\"true\" Name=\"Book Title\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"37\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Bibliography\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"39\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" QFormat=\"true\" Name=\"TOC Heading\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"41\" Name=\"Plain Table 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"42\" Name=\"Plain Table 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"43\" Name=\"Plain Table 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"44\" Name=\"Plain Table 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"45\" Name=\"Plain Table 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"40\" Name=\"Grid Table Light\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"Grid Table 1 Light\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"Grid Table 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"Grid Table 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"Grid Table 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"Grid Table 5 Dark\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"Grid Table 6 Colorful\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"Grid Table 7 Colorful\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"Grid Table 1 Light Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"Grid Table 2 Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"Grid Table 3 Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"Grid Table 4 Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"Grid Table 5 Dark Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"Grid Table 6 Colorful Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"Grid Table 7 Colorful Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"Grid Table 1 Light Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"Grid Table 2 Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"Grid Table 3 Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"Grid Table 4 Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"Grid Table 5 Dark Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"Grid Table 6 Colorful Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"Grid Table 7 Colorful Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"Grid Table 1 Light Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"Grid Table 2 Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"Grid Table 3 Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"Grid Table 4 Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"Grid Table 5 Dark Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"Grid Table 6 Colorful Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"Grid Table 7 Colorful Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"Grid Table 1 Light Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"Grid Table 2 Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"Grid Table 3 Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"Grid Table 4 Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"Grid Table 5 Dark Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"Grid Table 6 Colorful Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"Grid Table 7 Colorful Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"Grid Table 1 Light Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"Grid Table 2 Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"Grid Table 3 Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"Grid Table 4 Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"Grid Table 5 Dark Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"Grid Table 6 Colorful Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"Grid Table 7 Colorful Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"Grid Table 1 Light Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"Grid Table 2 Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"Grid Table 3 Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"Grid Table 4 Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"Grid Table 5 Dark Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"Grid Table 6 Colorful Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"Grid Table 7 Colorful Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"List Table 1 Light\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"List Table 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"List Table 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"List Table 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"List Table 5 Dark\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"List Table 6 Colorful\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"List Table 7 Colorful\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"List Table 1 Light Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"List Table 2 Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"List Table 3 Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"List Table 4 Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"List Table 5 Dark Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"List Table 6 Colorful Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"List Table 7 Colorful Accent 1\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"List Table 1 Light Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"List Table 2 Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"List Table 3 Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"List Table 4 Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"List Table 5 Dark Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"List Table 6 Colorful Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"List Table 7 Colorful Accent 2\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"List Table 1 Light Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"List Table 2 Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"List Table 3 Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"List Table 4 Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"List Table 5 Dark Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"List Table 6 Colorful Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"List Table 7 Colorful Accent 3\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"List Table 1 Light Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"List Table 2 Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"List Table 3 Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"List Table 4 Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"List Table 5 Dark Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"List Table 6 Colorful Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"List Table 7 Colorful Accent 4\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"List Table 1 Light Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"List Table 2 Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"List Table 3 Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"List Table 4 Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"List Table 5 Dark Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"List Table 6 Colorful Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"List Table 7 Colorful Accent 5\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"46\" Name=\"List Table 1 Light Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"47\" Name=\"List Table 2 Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"48\" Name=\"List Table 3 Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"49\" Name=\"List Table 4 Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"50\" Name=\"List Table 5 Dark Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"51\" Name=\"List Table 6 Colorful Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" Priority=\"52\" Name=\"List Table 7 Colorful Accent 6\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Mention\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Smart Hyperlink\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Hashtag\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Unresolved Mention\"\/><br \/>  <w:LsdException Locked=\"false\" SemiHidden=\"true\" UnhideWhenUsed=\"true\" Name=\"Smart Link\"\/><br \/> <\/w:LatentStyles><br \/><\/xml><![endif]--><!-- [if gte mso 10]><\/p>\n<style>\n \/* Style Definitions *\/<br \/> table.MsoNormalTable<br \/>\t{mso-style-name:\"Table Normal\";<br \/>\tmso-tstyle-rowband-size:0;<br \/>\tmso-tstyle-colband-size:0;<br \/>\tmso-style-noshow:yes;<br \/>\tmso-style-priority:99;<br \/>\tmso-style-parent:\"\";<br \/>\tmso-padding-alt:0cm 5.4pt 0cm 5.4pt;<br \/>\tmso-para-margin-top:0cm;<br \/>\tmso-para-margin-right:0cm;<br \/>\tmso-para-margin-bottom:8.0pt;<br \/>\tmso-para-margin-left:0cm;<br \/>\tline-height:107%;<br \/>\tmso-pagination:widow-orphan;<br \/>\tfont-size:11.0pt;<br \/>\tfont-family:\"Calibri\",sans-serif;<br \/>\tmso-ascii-font-family:Calibri;<br \/>\tmso-ascii-theme-font:minor-latin;<br \/>\tmso-hansi-font-family:Calibri;<br \/>\tmso-hansi-theme-font:minor-latin;<br \/>\tmso-bidi-font-family:\"Times New Roman\";<br \/>\tmso-bidi-theme-font:minor-bidi;<br \/>\tmso-fareast-language:EN-US;}<br \/><\/style>\n<p><![endif]--><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40676e7 elementor-widget elementor-widget-image\" data-id=\"40676e7\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"728\" src=\"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-content\/uploads\/2021\/09\/traffic-iudx-3-png-01-1024x728-1.png\" class=\"attachment-large size-large\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-df94372 elementor-widget elementor-widget-text-editor\" data-id=\"df94372\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>Either way, the effort and resources engaged in changing the conventional signals to ATCS will be much less. The cost of ATCS setup at a four-road junction is approximately INR 20 Lakh. However, if we calculate the amount spent on the same junction to convert the conventional traffic signal to ATCS via a data exchange platform it will be approximately INR 7.5 Lakh, INR 12.5 Lakh less than ATCS setup. Considering a small city has 20 traffic junctions with conventional setup. The total savings in that case would be approximately INR 2.5 Crore. A pilot project of this use case has been successfully executed at Orient Chowmuhani, one of the busiest traffic junctions in Agartala Smart City and very soon the other six conventional traffic signals in Agartala will be converted to ATCS.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<div style=\"margin-top: 0px; margin-bottom: 0px;\" class=\"sharethis-inline-share-buttons\" ><\/div>","protected":false},"excerpt":{"rendered":"<p>Since decades, traffic signals have been used to regulate traffic in order to increase efficiency in vehicular movement and road safety. These conventional traffic lights have done the job required with aplomb. However, increase in population, an exponential increase in traffic and the randomness in the traffic density pattern throughout the day has rendered these conventional signals rather obsolete. The &hellip;<\/p>\n","protected":false},"author":2,"featured_media":8326,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[1],"tags":[],"class_list":["post-8323","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.12 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Enabling Low-Cost Intelligent Traffic Signal System with IUDX - Data for Public Good<\/title>\n<meta name=\"description\" content=\"Adaptive Traffic Control System (ATCS), an intelligent traffic management system that senses the changing traffic patterns.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Enabling Low-Cost Intelligent Traffic Signal System with IUDX - Data for Public Good\" \/>\n<meta property=\"og:description\" content=\"Adaptive Traffic Control System (ATCS), an intelligent traffic management system that senses the changing traffic patterns.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/\" \/>\n<meta property=\"og:site_name\" content=\"Data for Public Good\" \/>\n<meta property=\"article:published_time\" content=\"2021-09-23T09:04:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-24T09:06:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-content\/uploads\/2021\/09\/cars-join-heavily-congested-streets-thai-capital-new-1024x683-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"683\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"CDPG\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@AgriDataXchange\" \/>\n<meta name=\"twitter:site\" content=\"@AgriDataXchange\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"CDPG\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/\"},\"author\":{\"name\":\"CDPG\",\"@id\":\"https:\/\/dataforpublicgood.org.in\/#\/schema\/person\/c521da9a85ddb366900e8ab41c092fb4\"},\"headline\":\"Enabling Low-Cost Intelligent Traffic Signal System with IUDX\",\"datePublished\":\"2021-09-23T09:04:20+00:00\",\"dateModified\":\"2025-01-24T09:06:39+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/\"},\"wordCount\":486,\"publisher\":{\"@id\":\"https:\/\/dataforpublicgood.org.in\/#organization\"},\"articleSection\":[\"Blog\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/\",\"url\":\"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/\",\"name\":\"Enabling Low-Cost Intelligent Traffic Signal System with IUDX - Data for Public Good\",\"isPartOf\":{\"@id\":\"https:\/\/dataforpublicgood.org.in\/#website\"},\"datePublished\":\"2021-09-23T09:04:20+00:00\",\"dateModified\":\"2025-01-24T09:06:39+00:00\",\"description\":\"Adaptive Traffic Control System (ATCS), an intelligent traffic management system that senses the changing traffic patterns.\",\"breadcrumb\":{\"@id\":\"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/dataforpublicgood.org.in\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Enabling Low-Cost Intelligent Traffic Signal System with IUDX\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/dataforpublicgood.org.in\/#website\",\"url\":\"https:\/\/dataforpublicgood.org.in\/\",\"name\":\"Data for Public Good\",\"description\":\"Data for Public Good\",\"publisher\":{\"@id\":\"https:\/\/dataforpublicgood.org.in\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/dataforpublicgood.org.in\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/dataforpublicgood.org.in\/#organization\",\"name\":\"Data for Public Good\",\"url\":\"https:\/\/dataforpublicgood.org.in\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/dataforpublicgood.org.in\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/adex.org.in\/wp-content\/uploads\/2022\/12\/adex-logo.png\",\"contentUrl\":\"https:\/\/adex.org.in\/wp-content\/uploads\/2022\/12\/adex-logo.png\",\"width\":720,\"height\":270,\"caption\":\"Data for Public Good\"},\"image\":{\"@id\":\"https:\/\/dataforpublicgood.org.in\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/twitter.com\/AgriDataXchange\",\"https:\/\/www.linkedin.com\/company\/agricultural-data-exchange\/?viewAsMember=true\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/dataforpublicgood.org.in\/#\/schema\/person\/c521da9a85ddb366900e8ab41c092fb4\",\"name\":\"CDPG\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/dataforpublicgood.org.in\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/07c2cc51f2149e714f30055318fd3fbb92c6e503091ab59827d9bd261e19342a?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/07c2cc51f2149e714f30055318fd3fbb92c6e503091ab59827d9bd261e19342a?s=96&d=mm&r=g\",\"caption\":\"CDPG\"},\"url\":\"https:\/\/dataforpublicgood.org.in\/cdpg\/author\/iudx\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Enabling Low-Cost Intelligent Traffic Signal System with IUDX - Data for Public Good","description":"Adaptive Traffic Control System (ATCS), an intelligent traffic management system that senses the changing traffic patterns.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/","og_locale":"en_US","og_type":"article","og_title":"Enabling Low-Cost Intelligent Traffic Signal System with IUDX - Data for Public Good","og_description":"Adaptive Traffic Control System (ATCS), an intelligent traffic management system that senses the changing traffic patterns.","og_url":"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/","og_site_name":"Data for Public Good","article_published_time":"2021-09-23T09:04:20+00:00","article_modified_time":"2025-01-24T09:06:39+00:00","og_image":[{"width":1024,"height":683,"url":"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-content\/uploads\/2021\/09\/cars-join-heavily-congested-streets-thai-capital-new-1024x683-1.jpg","type":"image\/jpeg"}],"author":"CDPG","twitter_card":"summary_large_image","twitter_creator":"@AgriDataXchange","twitter_site":"@AgriDataXchange","twitter_misc":{"Written by":"CDPG","Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/#article","isPartOf":{"@id":"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/"},"author":{"name":"CDPG","@id":"https:\/\/dataforpublicgood.org.in\/#\/schema\/person\/c521da9a85ddb366900e8ab41c092fb4"},"headline":"Enabling Low-Cost Intelligent Traffic Signal System with IUDX","datePublished":"2021-09-23T09:04:20+00:00","dateModified":"2025-01-24T09:06:39+00:00","mainEntityOfPage":{"@id":"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/"},"wordCount":486,"publisher":{"@id":"https:\/\/dataforpublicgood.org.in\/#organization"},"articleSection":["Blog"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/","url":"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/","name":"Enabling Low-Cost Intelligent Traffic Signal System with IUDX - Data for Public Good","isPartOf":{"@id":"https:\/\/dataforpublicgood.org.in\/#website"},"datePublished":"2021-09-23T09:04:20+00:00","dateModified":"2025-01-24T09:06:39+00:00","description":"Adaptive Traffic Control System (ATCS), an intelligent traffic management system that senses the changing traffic patterns.","breadcrumb":{"@id":"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/dataforpublicgood.org.in\/cdpg\/blog\/enabling-low-cost-intelligent-traffic-signal-system-with-iudx\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dataforpublicgood.org.in\/"},{"@type":"ListItem","position":2,"name":"Enabling Low-Cost Intelligent Traffic Signal System with IUDX"}]},{"@type":"WebSite","@id":"https:\/\/dataforpublicgood.org.in\/#website","url":"https:\/\/dataforpublicgood.org.in\/","name":"Data for Public Good","description":"Data for Public Good","publisher":{"@id":"https:\/\/dataforpublicgood.org.in\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dataforpublicgood.org.in\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/dataforpublicgood.org.in\/#organization","name":"Data for Public Good","url":"https:\/\/dataforpublicgood.org.in\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/dataforpublicgood.org.in\/#\/schema\/logo\/image\/","url":"https:\/\/adex.org.in\/wp-content\/uploads\/2022\/12\/adex-logo.png","contentUrl":"https:\/\/adex.org.in\/wp-content\/uploads\/2022\/12\/adex-logo.png","width":720,"height":270,"caption":"Data for Public Good"},"image":{"@id":"https:\/\/dataforpublicgood.org.in\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/twitter.com\/AgriDataXchange","https:\/\/www.linkedin.com\/company\/agricultural-data-exchange\/?viewAsMember=true"]},{"@type":"Person","@id":"https:\/\/dataforpublicgood.org.in\/#\/schema\/person\/c521da9a85ddb366900e8ab41c092fb4","name":"CDPG","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/dataforpublicgood.org.in\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/07c2cc51f2149e714f30055318fd3fbb92c6e503091ab59827d9bd261e19342a?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/07c2cc51f2149e714f30055318fd3fbb92c6e503091ab59827d9bd261e19342a?s=96&d=mm&r=g","caption":"CDPG"},"url":"https:\/\/dataforpublicgood.org.in\/cdpg\/author\/iudx\/"}]}},"_links":{"self":[{"href":"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-json\/wp\/v2\/posts\/8323","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-json\/wp\/v2\/comments?post=8323"}],"version-history":[{"count":5,"href":"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-json\/wp\/v2\/posts\/8323\/revisions"}],"predecessor-version":[{"id":20436,"href":"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-json\/wp\/v2\/posts\/8323\/revisions\/20436"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-json\/wp\/v2\/media\/8326"}],"wp:attachment":[{"href":"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-json\/wp\/v2\/media?parent=8323"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-json\/wp\/v2\/categories?post=8323"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dataforpublicgood.org.in\/cdpg\/wp-json\/wp\/v2\/tags?post=8323"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}