{"id":8687,"date":"2023-05-12T08:35:42","date_gmt":"2023-05-12T08:35:42","guid":{"rendered":"https:\/\/www.beaconzone.co.uk\/blog\/?p=8687"},"modified":"2023-05-12T08:35:43","modified_gmt":"2023-05-12T08:35:43","slug":"bluetooth-low-energy-throughput","status":"publish","type":"post","link":"https:\/\/www.beaconzone.co.uk\/blog\/bluetooth-low-energy-throughput\/","title":{"rendered":"Bluetooth Low Energy Throughput"},"content":{"rendered":"\n<p>There&#8217;s new research by Institute of Electronics and Computer Science, Universite Grenoble Alpes, France on <a rel=\"noreferrer noopener\" href=\"https:\/\/hal-cea.archives-ouvertes.fr\/cea-03579895v1\/file\/ble_throughput_in_densely_depl_env.pdf\" target=\"_blank\">Bluetooth Low Energy Throughput in Densely Deployed Radio Environment<\/a> (PDF). It looks into coexistence issues when Bluetooth is used in a crowded 2.4GHz frequency band where other devices such as Classic Bluetooth, WiFi, Zigbee and microwave ovens might also be operating.<\/p>\n\n\n\n<p>The paper starts with a theoretical discussion of the throughput of Bluetooth LE.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2023\/05\/maximumbluetooththroughput.png\" alt=\"\" class=\"wp-image-8688\" width=\"440\" height=\"311\" srcset=\"https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2023\/05\/maximumbluetooththroughput.png 587w, https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2023\/05\/maximumbluetooththroughput-300x212.png 300w\" sizes=\"(max-width: 440px) 85vw, 440px\" \/><\/figure><\/div>\n\n\n<p> <br>Experiments used ten Bluetooth nodes to measure Bluetooth application throughput using various connection parameters and different interference sources. Two WiFi routers were used to evaluate the impact of WiFi on the BLE throughput.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2023\/05\/bluetooththroughputexperiments.png\" alt=\"\" class=\"wp-image-8689\" width=\"381\" height=\"281\" srcset=\"https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2023\/05\/bluetooththroughputexperiments.png 508w, https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2023\/05\/bluetooththroughputexperiments-300x221.png 300w\" sizes=\"(max-width: 381px) 85vw, 381px\" \/><\/figure><\/div>\n\n\n<p> <br>The researchers found:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>The more Bluetooth devices are working simultaneously, the more drastically Bluetooth throughput is decreasing\u2026 The Bluetooth co-interference causes throughput decrease for longer connection intervals. This behaviour could be explained by collisions in data transfer channel.<\/p>\n<\/blockquote>\n\n\n\n<p>Also:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>The effect of WiFi interference does not depend on the BLE connection interval. In this study, WiFi activity reduced BLE throughput approximately by 30% regardless of the connection interval.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2023\/05\/bluetoothinterference.png\" alt=\"\" class=\"wp-image-8691\" width=\"439\" height=\"488\" srcset=\"https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2023\/05\/bluetoothinterference.png 585w, https:\/\/www.beaconzone.co.uk\/blog\/wp-content\/uploads\/2023\/05\/bluetoothinterference-270x300.png 270w\" sizes=\"(max-width: 439px) 85vw, 439px\" \/><\/figure><\/div><\/blockquote>\n\n\n\n<p>These tests used Bluetooth GATT to form connection between devices. Some applications of Bluetooth LE, such as the use of beacons and <a href=\"https:\/\/www.beaconzone.co.uk\/blog\/category\/directionfinding\/\">AoA direction finding<\/a>, don&#8217;t use GATT other than for initial setup. GATT implies connection between devices while beacons and the sole use of advertising and listening, rather than connection, is a different form of communication not covered by this paper. We have a post on <a href=\"https:\/\/www.beaconzone.co.uk\/blog\/managing-bluetooth-le-advertising-congestion\/\">Managing Bluetooth LE Advertising Congestion<\/a> and <a href=\"https:\/\/www.beaconzone.co.uk\/blog\/fixing-poor-bluetooth-beacon-radio-signals\/\">Fixing Poor Bluetooth Beacon Radio Signals<\/a> if you wish to explore this topic in more detail.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>There&#8217;s new research by Institute of Electronics and Computer Science, Universite Grenoble Alpes, France on Bluetooth Low Energy Throughput in Densely Deployed Radio Environment (PDF). It looks into coexistence issues when Bluetooth is used in a crowded 2.4GHz frequency band where other devices such as Classic Bluetooth, WiFi, Zigbee and microwave ovens might also be &hellip; <a href=\"https:\/\/www.beaconzone.co.uk\/blog\/bluetooth-low-energy-throughput\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Bluetooth Low Energy Throughput&#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":[4],"tags":[],"_links":{"self":[{"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/posts\/8687"}],"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=8687"}],"version-history":[{"count":9,"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/posts\/8687\/revisions"}],"predecessor-version":[{"id":8700,"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/posts\/8687\/revisions\/8700"}],"wp:attachment":[{"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/media?parent=8687"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/categories?post=8687"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.beaconzone.co.uk\/blog\/wp-json\/wp\/v2\/tags?post=8687"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}