{"id":8306,"date":"2023-02-24T16:53:54","date_gmt":"2023-02-24T15:53:54","guid":{"rendered":"https:\/\/www.eledia.org\/eledia-unitn\/?post_type=news&#038;p=8306"},"modified":"2023-02-24T16:55:06","modified_gmt":"2023-02-24T15:55:06","slug":"opportunistic-wireless-localization","status":"publish","type":"news","link":"https:\/\/www.eledia.org\/eledia-unitn\/news\/opportunistic-wireless-localization\/","title":{"rendered":"Opportunistic Wireless Localization"},"content":{"rendered":"\n<p>The <strong>#ELEDIAResearchCenter<\/strong> is pleased to share some results of the research project <strong>#OWL<\/strong>. The &#8220;Opportunistic Wireless Localization&#8221; (OWL) research project provides a simple, scalable, and privacy-aware technology for #indoor-localization and #human-activity #monitoring.<\/p>\n\n\n\n<p>While computer-vision approach suffers from privacy concerns and low-light\/far-distance conditions, <strong>#wireless #sensing<\/strong> technology implicitly overcomes such issues. The ELEDIA OWL system exploits the existing Wi-Fi infrastructure, such as a commodity access point, for processing standard <strong>#MIMO #EM <\/strong>signals.<br>No dedicated hardware or wearable sensors are required.<\/p>\n\n\n\n<p>The proposed <strong>#machine #learning<\/strong> methodology has proven to scale up from user <strong>#presence #detection<\/strong> and <strong>#localization<\/strong> up to <strong>#indentification<\/strong>, and <strong>#gesture #recognition<\/strong>.<\/p>\n\n\n\n<p>Read more at: https:\/\/www.eledia.org\/showcase\/owl\/<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/www.eledia.org\/eledia-unitn\/wp-content\/uploads\/2023\/02\/2023-02-24.ELEDIA.OWL_.Post_-1-1024x1024.png\" alt=\"\" class=\"wp-image-8310\" srcset=\"https:\/\/www.eledia.org\/eledia-unitn\/wp-content\/uploads\/2023\/02\/2023-02-24.ELEDIA.OWL_.Post_-1-1024x1024.png 1024w, https:\/\/www.eledia.org\/eledia-unitn\/wp-content\/uploads\/2023\/02\/2023-02-24.ELEDIA.OWL_.Post_-1-300x300.png 300w, https:\/\/www.eledia.org\/eledia-unitn\/wp-content\/uploads\/2023\/02\/2023-02-24.ELEDIA.OWL_.Post_-1-150x150.png 150w, https:\/\/www.eledia.org\/eledia-unitn\/wp-content\/uploads\/2023\/02\/2023-02-24.ELEDIA.OWL_.Post_-1-768x768.png 768w, https:\/\/www.eledia.org\/eledia-unitn\/wp-content\/uploads\/2023\/02\/2023-02-24.ELEDIA.OWL_.Post_-1.png 1440w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u2014<\/p>\n\n\n\n<p><strong>#ELEDIA #wireless #sensing #WiFi #CSI #human #interaction #machine #learning #gesture #recognition #hand #tracking #privacy-#aware<\/strong><\/p>\n","protected":false},"author":1,"featured_media":8307,"template":"","format":"standard","meta":{"footnotes":""},"tags":[],"news_status":[],"news_topic":[],"class_list":["post","post-type","post-8306","news","type-news","status-publish","format-standard","has-post-thumbnail","hentry",""],"acf":[],"_links":{"self":[{"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/news\/8306","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/news"}],"about":[{"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/types\/news"}],"author":[{"embeddable":true,"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":4,"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/news\/8306\/revisions"}],"predecessor-version":[{"id":8312,"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/news\/8306\/revisions\/8312"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/media\/8307"}],"wp:attachment":[{"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/media?parent=8306"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/tags?post=8306"},{"taxonomy":"news_status","embeddable":true,"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/news_status?post=8306"},{"taxonomy":"news_topic","embeddable":true,"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/news_topic?post=8306"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}