{"id":18,"date":"2020-07-15T11:41:21","date_gmt":"2020-07-15T11:41:21","guid":{"rendered":"http:\/\/new.bernhardrinner.com\/?page_id=18"},"modified":"2020-09-07T09:12:23","modified_gmt":"2020-09-07T09:12:23","slug":"research","status":"publish","type":"page","link":"https:\/\/bernhardrinner.com\/?page_id=18","title":{"rendered":"Research"},"content":{"rendered":"\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p>Bernhard Rinner and his team work on the analysis, design and evaluation of <strong>pervasive networked embedded systems<\/strong>. Their research focuses on smart camera and sensor networks, autonomous aerial (UAV) networks and resource coordination in networks. The research portfolio includes modeling and simulation, sensor data analysis and machine learning, and prototyping of embedded platforms as well as system-level software. Research prototypes have been applied in traffic monitoring, first responder support, privacy protection and surveillance.<\/p>\n\n\n\n<p>The group participates in the university&#8217;s doctoral schools on <a href=\"https:\/\/uav.aau.at\/\" data-type=\"URL\" data-id=\"https:\/\/uav.aau.at\/\">networked autonomous aerial vehicles<\/a> (NAV) and <a href=\"https:\/\/www.aau.at\/digital-age-research-center\/decide\/\" data-type=\"URL\" data-id=\"https:\/\/www.aau.at\/digital-age-research-center\/decide\/\">decision making in a digital environment<\/a> (DECIDE) and contributes to the university&#8217;s key research strength networked and autonomous systems.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Research topics<\/h3>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.bernhardrinner.com\/?page_id=6331\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-6291 size-full alignnone\" src=\"https:\/\/www.bernhardrinner.com\/wp-content\/uploads\/2020\/08\/smart-cam-1024x640-1.jpg\" alt=\"\" width=\"1024\" height=\"766\"><\/a><figcaption>\n<h4>Smart camera networks<\/h4>\n<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.bernhardrinner.com\/?page_id=6375\"><img decoding=\"async\" src=\"https:\/\/www.bernhardrinner.com\/wp-content\/uploads\/2020\/08\/droneAAU-1024x640-1.jpg\" alt=\"\" class=\"wp-image-6308\"\/><\/a><figcaption><h4>Multi-drone coordination<\/h4><\/figcaption><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.bernhardrinner.com\/?page_id=6419\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"640\" src=\"https:\/\/www.bernhardrinner.com\/wp-content\/uploads\/2020\/08\/privacy-1024x640-1.jpg\" alt=\"\" class=\"wp-image-6308\" srcset=\"https:\/\/bernhardrinner.com\/wp-content\/uploads\/2020\/08\/privacy-1024x640-1.jpg 1024w, https:\/\/bernhardrinner.com\/wp-content\/uploads\/2020\/08\/privacy-1024x640-1-300x188.jpg 300w, https:\/\/bernhardrinner.com\/wp-content\/uploads\/2020\/08\/privacy-1024x640-1-768x480.jpg 768w, https:\/\/bernhardrinner.com\/wp-content\/uploads\/2020\/08\/privacy-1024x640-1-800x500.jpg 800w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption><h4>Privacy protection<\/h4><\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.bernhardrinner.com\/?page_id=6387\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"640\" src=\"https:\/\/www.bernhardrinner.com\/wp-content\/uploads\/2020\/08\/self-awareness-head2.jpg\" alt=\"\" class=\"wp-image-6306\" srcset=\"https:\/\/bernhardrinner.com\/wp-content\/uploads\/2020\/08\/self-awareness-head2.jpg 1024w, https:\/\/bernhardrinner.com\/wp-content\/uploads\/2020\/08\/self-awareness-head2-300x188.jpg 300w, https:\/\/bernhardrinner.com\/wp-content\/uploads\/2020\/08\/self-awareness-head2-768x480.jpg 768w, https:\/\/bernhardrinner.com\/wp-content\/uploads\/2020\/08\/self-awareness-head2-800x500.jpg 800w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption><h4>Computational self-awareness<\/h4><\/figcaption><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bernhard Rinner and his team work on the analysis, design and evaluation of pervasive networked embedded systems. Their research focuses on smart camera and sensor networks, autonomous aerial (UAV) networks and resource coordination in networks. The research portfolio includes modeling and simulation, sensor data analysis and machine learning, and prototyping [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-18","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bernhardrinner.com\/index.php?rest_route=\/wp\/v2\/pages\/18","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bernhardrinner.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bernhardrinner.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/bernhardrinner.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bernhardrinner.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=18"}],"version-history":[{"count":33,"href":"https:\/\/bernhardrinner.com\/index.php?rest_route=\/wp\/v2\/pages\/18\/revisions"}],"predecessor-version":[{"id":6567,"href":"https:\/\/bernhardrinner.com\/index.php?rest_route=\/wp\/v2\/pages\/18\/revisions\/6567"}],"wp:attachment":[{"href":"https:\/\/bernhardrinner.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=18"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}