{"id":1054,"date":"2025-05-31T05:18:32","date_gmt":"2025-05-31T05:18:32","guid":{"rendered":"https:\/\/research.ece.ncsu.edu\/ci4r\/?page_id=1054"},"modified":"2025-05-31T05:25:18","modified_gmt":"2025-05-31T05:25:18","slug":"ci4r-har77","status":"publish","type":"page","link":"https:\/\/research.ece.ncsu.edu\/ci4r\/ci4r-har77\/","title":{"rendered":"[CI4R-HAR77]"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\"><strong>77 GHz FMCW Human Activity Dataset<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Details about radar&nbsp;utilized:&nbsp;<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u200bTI AWR1642 BOOST&nbsp;(77 GHz FMCW with 4 GHz bandwidth)<br><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong># Classes:&nbsp;<\/strong>&nbsp;&nbsp;14<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li>VCMF (Vacuuming)\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<\/li>\n\n\n\n<li>WCANE (Walking with cane)\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <\/li>\n\n\n\n<li>CRTH (Walking with crutches)\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0  <\/li>\n\n\n\n<li>LD1H (Carry a load in one hand)\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <\/li>\n\n\n\n<li>LD2H (Carrying a load in both hands)\u00a0 \u00a0 \u00a0 \u00a0<\/li>\n\n\n\n<li>BOOK (Putting books on shelf)<\/li>\n\n\n\n<li>WTOES (Walking on toes)<\/li>\n\n\n\n<li>SCIS (Scissors gait)<\/li>\n\n\n\n<li>SKIP (Skipping)\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <\/li>\n\n\n\n<li>LIMP (Limping)<\/li>\n\n\n\n<li>DRAGF (Dragging furniture)\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<\/li>\n\n\n\n<li>FWDM (Forward marching)<\/li>\n\n\n\n<li>WALK (Walking)\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 <\/li>\n\n\n\n<li>SSTEP (Short steps)<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong># Samples\/class:<\/strong>&nbsp;~100<br><\/li>\n\n\n\n<li><strong>GitHub Link:&nbsp;<\/strong><a href=\"https:\/\/github.com\/ci4r\/15_Class_Activity_Dataset\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/ci4r\/15_Class_Activity_Dataset<\/a><br><\/li>\n\n\n\n<li>\u200b<strong>Publications to be cited:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u200bM. M. Rahman, S. Z. Gurbuz and M. G. Amin, &#8220;<a href=\"https:\/\/ieeexplore.ieee.org\/document\/9944857\" target=\"_blank\" rel=\"noreferrer noopener\">Physics-Aware Generative Adversarial Networks for Radar-Based Human Activity Recognition<\/a>,&#8221; in IEEE Transactions on Aerospace and Electronic Systems, 2022, doi: 10.1109\/TAES.2022.3221023.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>77 GHz FMCW Human Activity Dataset<\/p>\n","protected":false},"author":149,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1054","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/pages\/1054","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/users\/149"}],"replies":[{"embeddable":true,"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/comments?post=1054"}],"version-history":[{"count":4,"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/pages\/1054\/revisions"}],"predecessor-version":[{"id":1061,"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/pages\/1054\/revisions\/1061"}],"wp:attachment":[{"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/media?parent=1054"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}