{"id":57,"date":"2020-04-03T16:03:37","date_gmt":"2020-04-03T20:03:37","guid":{"rendered":"http:\/\/sites.miamioh.edu\/2020-cse-senior-design-expo\/?p=57"},"modified":"2020-12-03T17:47:20","modified_gmt":"2020-12-03T22:47:20","slug":"wheel-share","status":"publish","type":"post","link":"https:\/\/sites.miamioh.edu\/2020-cse-senior-design-expo\/wheel-share\/","title":{"rendered":"Wheel Share"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong><em><a href=\"https:\/\/sites.miamioh.edu\/2020-cse-senior-design-expo\/category\/tracks\/track1\/\">Track 1<\/a><\/em><\/strong>, 5:45 PM<\/p>\n\n\n\n<table class=\"wp-block-table\"><tbody><tr><td><strong>CLIENT: <\/strong>  Dr. Vaskar Raychoudhury<br><\/td><\/tr><\/tbody><\/table>\n\n\n\n<table class=\"wp-block-table\"><tbody><tr><td><strong>PROBLEM STATEMENT:<\/strong><\/td><\/tr><tr><td>Wheelchair users often meet different complicated road situations in their daily life, high-speed road, crossing without traffic signals, bad surfaces, high incline slope, etc. Besides, surface identification is not a considerable element in most routing generation research. Wheelchair users cannot always find a safe and fast route to the destination by themselves.<\/td><\/tr><\/tbody><\/table>\n\n\n\n<table class=\"wp-block-table\"><tbody><tr><td><strong>PROJECT PURPOSE:<\/strong><\/td><\/tr><tr><td>We propose to build a novel system called WheelShare, which uses machine learning to classify surfaces into accessible and uses that knowledge to generate accessible routes for wheelchair users. This project can help wheelchair users arrive at their destination safely and quickly which means this Application will help users avoid broken, inaccessible, huge slope road surfaces and accessible entrances of their destination. At the same time, Our mobile application will collect Gyroscope and Accelerometer data when the user uses the navigation function and contributes them to OSM for road surface recognition. This project includes identifying the type of surface and inclines to be important features to determine accessibility and building smartphone applications for collecting data and navigation.<\/td><\/tr><\/tbody><\/table>\n\n\n\n<table class=\"wp-block-table\"><tbody><tr><td><strong>TEAM MEMBERS:<\/strong><br>Mingyuan Zhuang, Junwei Li, Ce Zhang, and Zheng Cao<\/td><\/tr><\/tbody><\/table>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe loading=\"lazy\" class=\"youtube-player\" width=\"770\" height=\"434\" src=\"https:\/\/www.youtube.com\/embed\/UxEVEqUoOZ0?version=3&#038;rel=0&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=en-US&#038;autohide=2&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p><b>PURPOSE:<\/b>  To build a mobile application that provides navigation and data collection to those in wheelchairs.  The application, using device sensors, crowd sources road surface and incline data. Over time, the navigation feature learns to provide the most accessible route for the user.<\/p>\n","protected":false},"author":3017,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"chat","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[32,16,42,21,40,2],"tags":[5],"class_list":["post-57","post","type-post","status-publish","format-chat","hentry","category-545pm","category-faculty","category-outstanding-project-award","category-rd","category-spring_2020","category-track1","tag-dr-vaskar","post_format-post-format-chat"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pbS57Q-V","_links":{"self":[{"href":"https:\/\/sites.miamioh.edu\/2020-cse-senior-design-expo\/wp-json\/wp\/v2\/posts\/57","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.miamioh.edu\/2020-cse-senior-design-expo\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sites.miamioh.edu\/2020-cse-senior-design-expo\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sites.miamioh.edu\/2020-cse-senior-design-expo\/wp-json\/wp\/v2\/users\/3017"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.miamioh.edu\/2020-cse-senior-design-expo\/wp-json\/wp\/v2\/comments?post=57"}],"version-history":[{"count":0,"href":"https:\/\/sites.miamioh.edu\/2020-cse-senior-design-expo\/wp-json\/wp\/v2\/posts\/57\/revisions"}],"wp:attachment":[{"href":"https:\/\/sites.miamioh.edu\/2020-cse-senior-design-expo\/wp-json\/wp\/v2\/media?parent=57"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sites.miamioh.edu\/2020-cse-senior-design-expo\/wp-json\/wp\/v2\/categories?post=57"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sites.miamioh.edu\/2020-cse-senior-design-expo\/wp-json\/wp\/v2\/tags?post=57"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}