{"id":225,"date":"2025-03-30T05:20:35","date_gmt":"2025-03-30T05:20:35","guid":{"rendered":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/?p=225"},"modified":"2025-03-30T05:20:35","modified_gmt":"2025-03-30T05:20:35","slug":"kevins-status-report-for-3-29","status":"publish","type":"post","link":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/2025\/03\/30\/kevins-status-report-for-3-29\/","title":{"rendered":"Kevin&#8217;s Status Report for 3\/29"},"content":{"rendered":"<p>This week, I made progress on both the UWB and the occupancy portions of this project.<\/p>\n<p>For the UWB localization, I received the DWM1001 dev boards, which I successfully set to collect distance metrics from each other, capable of being accessed within a Python program. Since I didn&#8217;t want to order all 4 components before testing a pair first, the other UWB anchors are on the way. But the process to set them up should be identical, so I don&#8217;t anticipate any roadblocks with this.<\/p>\n<p>Once I have all the distances from the anchors I can get the tag&#8217;s coordinates using triangulation.<\/p>\n<p>I also began working on the UI for both calibrating the anchors, as well as setting the target destination. Calibration is done using reverse triangulation:<\/p>\n<p>.<img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-226\" src=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-content\/uploads\/sites\/337\/2025\/03\/Screen-Shot-2025-03-30-at-1.16.30-AM-300x242.png\" alt=\"\" width=\"300\" height=\"242\" srcset=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-content\/uploads\/sites\/337\/2025\/03\/Screen-Shot-2025-03-30-at-1.16.30-AM-300x242.png 300w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-content\/uploads\/sites\/337\/2025\/03\/Screen-Shot-2025-03-30-at-1.16.30-AM-768x621.png 768w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-content\/uploads\/sites\/337\/2025\/03\/Screen-Shot-2025-03-30-at-1.16.30-AM-1024x827.png 1024w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-content\/uploads\/sites\/337\/2025\/03\/Screen-Shot-2025-03-30-at-1.16.30-AM.png 1886w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>Setting the target destination is as simple as dropping a pin on the map:<br \/>\n<img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-227\" src=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-content\/uploads\/sites\/337\/2025\/03\/Screen-Shot-2025-03-30-at-1.17.15-AM-300x198.png\" alt=\"\" width=\"300\" height=\"198\" srcset=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-content\/uploads\/sites\/337\/2025\/03\/Screen-Shot-2025-03-30-at-1.17.15-AM-300x198.png 300w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-content\/uploads\/sites\/337\/2025\/03\/Screen-Shot-2025-03-30-at-1.17.15-AM-768x508.png 768w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-content\/uploads\/sites\/337\/2025\/03\/Screen-Shot-2025-03-30-at-1.17.15-AM-1024x677.png 1024w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-content\/uploads\/sites\/337\/2025\/03\/Screen-Shot-2025-03-30-at-1.17.15-AM.png 1902w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>I also helped with the data processing for the occupancy matrix. Once the map is converted to a pixelated grid, I wanted to add a buffer space around the obstacles. To do this, I implemented a downsizing function which uses higher overlap to achieve a halo effect around each obstacle. The red pixels highlight the difference:<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone  wp-image-228\" src=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-content\/uploads\/sites\/337\/2025\/03\/Screen-Shot-2025-03-27-at-6.11.14-PM-300x94.png\" alt=\"\" width=\"562\" height=\"176\" srcset=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-content\/uploads\/sites\/337\/2025\/03\/Screen-Shot-2025-03-27-at-6.11.14-PM-300x94.png 300w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-content\/uploads\/sites\/337\/2025\/03\/Screen-Shot-2025-03-27-at-6.11.14-PM-768x240.png 768w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-content\/uploads\/sites\/337\/2025\/03\/Screen-Shot-2025-03-27-at-6.11.14-PM-1024x320.png 1024w\" sizes=\"(max-width: 562px) 100vw, 562px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>I think our project is more on track now, as the individual components are working as expected. Next week, we will have interim demos. I plan on beginning integration. If the remaining UWB anchors arrive, I hope to complete the entire localization pipeline.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This week, I made progress on both the UWB and the occupancy portions of this project. For the UWB localization, I received the DWM1001 dev boards, which I successfully set to collect distance metrics from each other, capable of being accessed within a Python program. Since I didn&#8217;t want to order all 4 components before &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/2025\/03\/30\/kevins-status-report-for-3-29\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Kevin&#8217;s Status Report for 3\/29&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1068,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[],"_links":{"self":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-json\/wp\/v2\/posts\/225"}],"collection":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-json\/wp\/v2\/users\/1068"}],"replies":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-json\/wp\/v2\/comments?post=225"}],"version-history":[{"count":1,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-json\/wp\/v2\/posts\/225\/revisions"}],"predecessor-version":[{"id":229,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-json\/wp\/v2\/posts\/225\/revisions\/229"}],"wp:attachment":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-json\/wp\/v2\/media?parent=225"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-json\/wp\/v2\/categories?post=225"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s25-teama3\/wp-json\/wp\/v2\/tags?post=225"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}