{"id":6428,"date":"2021-06-18T10:33:12","date_gmt":"2021-06-18T10:33:12","guid":{"rendered":"https:\/\/www.beaconzone.co.uk\/blog\/?p=6428"},"modified":"2021-06-18T10:33:13","modified_gmt":"2021-06-18T10:33:13","slug":"positioning-tracking-and-flow-using-bluetooth-signals","status":"publish","type":"post","link":"https:\/\/www.beaconzone.co.uk\/blog\/positioning-tracking-and-flow-using-bluetooth-signals\/","title":{"rendered":"Positioning, Tracking and Flow Using Bluetooth Signals"},"content":{"rendered":"\n

There’s new research into Developing a Solution for Mobility and Distribution Analysis Based on Bluetooth and Artificial Intelligence<\/a>.<\/p>\n\n\n\n

The paper describes an efficient solution for locating, tracking, analysing distribution and flow of people and\/or vehicles. Filters and algorithms including artificial intelligence and angle of arrival (AoA) were employed.<\/p>\n\n\n\n

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Locating using Triangulation<\/figcaption><\/figure><\/div>\n\n\n\n
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Triangulation Using Angle of Arrival (AoA)<\/figcaption><\/figure><\/div>\n\n\n\n

The resultant system provided for analysis of location, traffic flow and passenger movement along routes.<\/p>\n\n\n\n

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3D RSSI Variation with distance<\/figcaption><\/figure><\/div>\n\n\n\n

The researchers found that accuracy was improved when multiple measuring stations were used. Improved positioning was achieved using geometry algorithms (Voronoi) and the k-mean cluster algorithms. Artificial intelligence allowed for deeper analysis of the data for more accurate positioning, trajectory estimation and density evaluation.<\/p>\n","protected":false},"excerpt":{"rendered":"

There’s new research into Developing a Solution for Mobility and Distribution Analysis Based on Bluetooth and Artificial Intelligence. The paper describes an efficient solution for locating, tracking, analysing distribution and flow of people and\/or vehicles. Filters and algorithms including artificial intelligence and angle of arrival (AoA) were employed. The resultant system provided for analysis of … Continue reading “Positioning, Tracking and Flow Using Bluetooth Signals”<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[172,31,32],"tags":[],"_links":{"self":[{"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/posts\/6428"}],"collection":[{"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/comments?post=6428"}],"version-history":[{"count":1,"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/posts\/6428\/revisions"}],"predecessor-version":[{"id":6432,"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/posts\/6428\/revisions\/6432"}],"wp:attachment":[{"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/media?parent=6428"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/categories?post=6428"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/tags?post=6428"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}