{"id":3357,"date":"2020-03-01T16:01:41","date_gmt":"2020-03-01T13:01:41","guid":{"rendered":"https:\/\/www.netams.com\/?page_id=3357"},"modified":"2020-04-20T16:23:44","modified_gmt":"2020-04-20T13:23:44","slug":"radar-big-data","status":"publish","type":"page","link":"https:\/\/www.netams.com\/en\/radar-big-data\/","title":{"rendered":"WNAM Radar &#8211; Big Data"},"content":{"rendered":"<p>[vc_row][vc_column][vc_column_text]When several radars are located in one territory, additional data can be collected based on the analysis of incoming information from several radars at the same time, and taking into account their location. Our software works efficiently with large volumes of data, Big Data, because it is based on a Map-Reduce-type database suitable for these tasks.<\/p>\n<p>Radars in one territory are combined into groups for which a map and room dimensions are given:[\/vc_column_text]<div class=\"clearfix margin_top2\"><\/div>[vc_single_image image=&#8221;3360&#8243; img_size=&#8221;full&#8221; style=&#8221;vc_box_shadow&#8221;]<div class=\"clearfix margin_top2\"><\/div>[vc_column_text]Each of the radars in the group receives additional properties:<\/p>\n<ul>\n<li><span style=\"font-weight: 300;\">coordinates on the floor plan<\/span><\/li>\n<li><span style=\"font-weight: 300;\">type of location &#8211; outside, at the entrance, in the center, at the ticket office, in the parking lot, etc.<\/span><\/li>\n<\/ul>\n<p>[\/vc_column_text]<div class=\"clearfix margin_top2\"><\/div>[vc_single_image image=&#8221;3364&#8243; img_size=&#8221;full&#8221; style=&#8221;vc_box_shadow&#8221;]<div class=\"clearfix margin_top2\"><\/div>[vc_column_text]Now, Big Data &#8211; the WNAM Radar server mechanisms allow you to build, in addition to all the previously described analytical reports, additional group reports.<\/p>\n<p>The most useful information can be provided by the \u201c<strong>heat map<\/strong>\u201d &#8211; the places of the greatest concentration of people. It is built on the basis of specialized algorithms embedded in the WNAM Radar server, including:<\/p>\n<ul>\n<li>mathematical model of radio signal propagation<\/li>\n<li>calculating the coordinates of a subscriber\u2019s smartphone based on trilateration algorithms implemented through dynamic solution of linear equations systems and probabilistic models<\/li>\n<li>refinement of the coordinates of the smartphone previously trained in calibration (reference) measurements of the neural network<\/li>\n<\/ul>\n<p>[\/vc_column_text]<div class=\"clearfix margin_top2\"><\/div>[vc_message message_box_color=&#8221;vista_blue&#8221;]None of the tools will not allow you to get the exact coordinates of the visitor. Wi-Fi technology always introduces an error of several meters. Accuracy can be improved by the correct location of radars in the room. The required minimum number of radars in one room is three.[\/vc_message]<div class=\"clearfix margin_top2\"><\/div>[vc_single_image image=&#8221;3368&#8243; img_size=&#8221;full&#8221; style=&#8221;vc_box_shadow&#8221;][\/vc_column][\/vc_row]<\/p>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text]When several radars are located in one territory, additional data can be collected based on the analysis of incoming information from several radars at the same time, and taking into account their location. Our software works efficiently with large volumes of data, Big Data, because it is based on a Map-Reduce-type database suitable for these [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"templates\/page-left.php","meta":[],"_links":{"self":[{"href":"https:\/\/www.netams.com\/en\/wp-json\/wp\/v2\/pages\/3357"}],"collection":[{"href":"https:\/\/www.netams.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.netams.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.netams.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.netams.com\/en\/wp-json\/wp\/v2\/comments?post=3357"}],"version-history":[{"count":11,"href":"https:\/\/www.netams.com\/en\/wp-json\/wp\/v2\/pages\/3357\/revisions"}],"predecessor-version":[{"id":3460,"href":"https:\/\/www.netams.com\/en\/wp-json\/wp\/v2\/pages\/3357\/revisions\/3460"}],"wp:attachment":[{"href":"https:\/\/www.netams.com\/en\/wp-json\/wp\/v2\/media?parent=3357"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}