{"id":71,"date":"2024-02-10T23:50:59","date_gmt":"2024-02-10T23:50:59","guid":{"rendered":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/?p=71"},"modified":"2024-02-17T20:32:44","modified_gmt":"2024-02-17T20:32:44","slug":"rohans-status-report-for-2-10","status":"publish","type":"post","link":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/2024\/02\/10\/rohans-status-report-for-2-10\/","title":{"rendered":"Rohan&#8217;s Status Report for 2\/10"},"content":{"rendered":"<p><span style=\"font-weight: 400\">This past week, I prepared and presented the proposal presentation. I acquired the Emotiv Insight headset from the ECE inventory and did some initial testing\/investigation. I read research papers which studied attention using EEG data to get a better understanding of how to process the raw EEG data and what kinds of models people have had success working with in the past. I set up the headset on myself and got it connected to my laptop via bluetooth. At this point, I encountered some issues trying to get a high fidelity sensor connection to my head. I messed around with adjusting the headset on my head according to the specifications and applying saline solution to the sensor tips. Eventually, I was able to get the sensor contact quality to be steady in the 60-70% range. I also realized that we will need an EmotivPRO subscription to export any of the raw EEG data off the headset, so I filled out the order form and reached out to Quinn about how to go about getting the license. My progress is on schedule. In the next week, I need to chat with Jean to get feedback as to how to improve our sensor contact quality or at least understand what range is acceptable for signal processing. I need to secure the EmotivPRO subscription so we can port the raw EEG data from the headset. At this point, I will work with Arnav to develop a training data labeling platform that Professor Dueck will use to label her students\u2019 raw EEG data as focused, distracted, or neutral. Finally, with the EmotivPRO subscription, I can also start setting up some simple signal processing processes to preprocess and interpret the EEG data from the headset to detect focus levels.<\/span><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-72\" src=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-content\/uploads\/sites\/302\/2024\/02\/Screenshot-2024-02-09-at-12.29.14\u202fAM-300x213.png\" alt=\"\" width=\"300\" height=\"213\" srcset=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-content\/uploads\/sites\/302\/2024\/02\/Screenshot-2024-02-09-at-12.29.14\u202fAM-300x213.png 300w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-content\/uploads\/sites\/302\/2024\/02\/Screenshot-2024-02-09-at-12.29.14\u202fAM-768x546.png 768w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-content\/uploads\/sites\/302\/2024\/02\/Screenshot-2024-02-09-at-12.29.14\u202fAM-1024x728.png 1024w, http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-content\/uploads\/sites\/302\/2024\/02\/Screenshot-2024-02-09-at-12.29.14\u202fAM.png 2034w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This past week, I prepared and presented the proposal presentation. I acquired the Emotiv Insight headset from the ECE inventory and did some initial testing\/investigation. I read research papers which studied attention using EEG data to get a better understanding of how to process the raw EEG data and what kinds of models people have &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/2024\/02\/10\/rohans-status-report-for-2-10\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Rohan&#8217;s Status Report for 2\/10&#8221;<\/span><\/a><\/p>\n","protected":false},"author":823,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[7],"tags":[],"_links":{"self":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-json\/wp\/v2\/posts\/71"}],"collection":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-json\/wp\/v2\/users\/823"}],"replies":[{"embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-json\/wp\/v2\/comments?post=71"}],"version-history":[{"count":1,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-json\/wp\/v2\/posts\/71\/revisions"}],"predecessor-version":[{"id":73,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-json\/wp\/v2\/posts\/71\/revisions\/73"}],"wp:attachment":[{"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-json\/wp\/v2\/media?parent=71"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-json\/wp\/v2\/categories?post=71"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/course.ece.cmu.edu\/~ece500\/projects\/s24-teame0\/wp-json\/wp\/v2\/tags?post=71"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}