{"id":7811,"date":"2022-08-10T07:36:59","date_gmt":"2022-08-10T07:36:59","guid":{"rendered":"https:\/\/www.beaconzone.co.uk\/blog\/?p=7811"},"modified":"2023-05-04T13:41:54","modified_gmt":"2023-05-04T13:41:54","slug":"implementing-bluetooth-aoa-using-software-defined-radio-sdr","status":"publish","type":"post","link":"https:\/\/www.beaconzone.co.uk\/blog\/implementing-bluetooth-aoa-using-software-defined-radio-sdr\/","title":{"rendered":"Implementing Bluetooth AoA Using Software Defined Radio (SDR)"},"content":{"rendered":"\n<p>There&#8217;s new research from Poznan University of Technology, Poland on <a href=\"https:\/\/link.springer.com\/article\/10.1007\/s11276-022-03010-z\" target=\"_blank\" rel=\"noreferrer noopener\">Angle of arrival estimation in a multi-antenna software defined radio system: impact of hardware and radio environment<\/a>.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"540\" height=\"325\" src=\"https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2022\/07\/aoausinguniformlineararray.png\" alt=\"\" class=\"wp-image-7812\" srcset=\"https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2022\/07\/aoausinguniformlineararray.png 540w, https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2022\/07\/aoausinguniformlineararray-300x181.png 300w\" sizes=\"(max-width: 540px) 85vw, 540px\" \/><\/figure><\/div>\n\n\n<p>The researchers implemented Software Defined Radio (SDR), on an inexpensive USRP B210, using the Root Multiple Signal Classification (Root-MUSIC) algorithm to provide Bluetooth AoA. Consideration was given to errors caused by the hardware and the radio environment.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"404\" height=\"255\" src=\"https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2022\/07\/aoasetup.png\" alt=\"\" class=\"wp-image-7813\" srcset=\"https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2022\/07\/aoasetup.png 404w, https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2022\/07\/aoasetup-300x189.png 300w\" sizes=\"(max-width: 404px) 85vw, 404px\" \/><\/figure><\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"708\" height=\"323\" src=\"https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2022\/07\/aoaaccuracy.png\" alt=\"\" class=\"wp-image-7814\" srcset=\"https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2022\/07\/aoaaccuracy.png 708w, https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2022\/07\/aoaaccuracy-300x137.png 300w\" sizes=\"(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 984px) 61vw, (max-width: 1362px) 45vw, 600px\" \/><\/figure><\/div>\n\n\n<p>Hardware errors were mainly synchronization errors. The accuracy of the AoA was affected by the degree of multipath propagation and filtering was found to improved accuracy. An implementation with two antennas and the Root-MUSIC AoA algorithm was able to achieve less than 10m estimation error in most environments.<\/p>\n\n\n\n<p>Read about <a rel=\"noreferrer noopener\" href=\"https:\/\/www.precisionrtls.com\/\" target=\"_blank\">PrecisionRTLS\u2122<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>There&#8217;s new research from Poznan University of Technology, Poland on Angle of arrival estimation in a multi-antenna software defined radio system: impact of hardware and radio environment. The researchers implemented Software Defined Radio (SDR), on an inexpensive USRP B210, using the Root Multiple Signal Classification (Root-MUSIC) algorithm to provide Bluetooth AoA. Consideration was given to &hellip; <a href=\"https:\/\/www.beaconzone.co.uk\/blog\/implementing-bluetooth-aoa-using-software-defined-radio-sdr\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Implementing Bluetooth AoA Using Software Defined Radio (SDR)&#8221;<\/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":[294,230,101],"tags":[],"_links":{"self":[{"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/posts\/7811"}],"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=7811"}],"version-history":[{"count":4,"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/posts\/7811\/revisions"}],"predecessor-version":[{"id":8498,"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/posts\/7811\/revisions\/8498"}],"wp:attachment":[{"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/media?parent=7811"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/categories?post=7811"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/tags?post=7811"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}