{"id":19157,"date":"2019-12-10T05:45:44","date_gmt":"2019-12-10T05:45:44","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/compressive-sensing-ece-8th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-iv\/"},"modified":"2019-12-10T05:45:44","modified_gmt":"2019-12-10T05:45:44","slug":"compressive-sensing-ece-8th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-iv","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/compressive-sensing-ece-8th-sem-syllabus-for-be-2017-regulation-anna-univ-professional-elective-iv\/","title":{"rendered":"Compressive Sensing Ece 8th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective IV)"},"content":{"rendered":"<p>Compressive Sensing Ece 8th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective IV) detail syllabus for Electronics And Communication Engineering (Ece), 2017 regulation is collected from the <a href=\"https:\/\/www.annauniv.edu\/\" target=\"_blank\" rel=\"noopener\">Anna Univ<\/a> official website and presented for students of Anna University. The details of the course are: course code (EC8009), Category (PE), Contact Periods\/week (3), Teaching hours\/week (3), Practical Hours\/week (0). The total course credits are given in combined syllabus.<\/p>\n<p>For all other ece 8th sem syllabus for be 2017 regulation anna univ you can visit <a href=\"..\/ece-8th-sem-syllabus-for-be-2017-regulation-anna-univ\">Ece 8th Sem syllabus for BE 2017 regulation Anna Univ Subjects<\/a>. For all other Professional Elective IV subjects do refer to <a href=\"..\/professional-elective-iv-ece-8th-sem-syllabus-for-be-2017-regulation-anna-univ\">Professional Elective IV<\/a>. The detail syllabus for compressive sensing is as follows.<\/p>\n<p><h4>Course Objective:<\/h4>\n<ul>\n<li>To present the basic theory and ideas showing when it is possible to reconstruct sparse or nearly sparse signals from undersampled data<\/li>\n<li>To expose students to recent ideas in modern convex optimization allowing rapid signal recovery<\/li>\n<li>To give students a sense of real time applications that might benefit from compressive sensing ideas<\/li>\n<\/ul>\n<p><h4>Unit I<\/h4>\n<p>For complete syllabus and results, class timetable and more pls <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a>. Its a light weight, easy to use, no images, no pdfs platform to make students life easier.<\/p>\n<p><h4>Unit II<\/h4>\n<p><strong> Sparsity and Signal Recovery<\/strong><br \/>\nSignal Representation; Basis vectors; Sensing matrices; Restricted Isometric Property; Coherence; Stable recovery; Number of measurements.\n<\/p>\n<p><h4>Unit III<\/h4>\n<p><strong> Recovery Algorithms<\/strong><br \/>\nBasis Pursuit algorithm: L1 minimization; Matching pursuit: Orthogonal Matching Pursuit(OMP), Stagewise OMP, Regularized OMP, Compressive Sampling Matching Pursuit (CoSaMP); Iterative Thresholding algorithm: Hard thresholding, Soft thresholding; Model based : Model based CoSaMP, Model based HIT.\n<\/p>\n<p><h4>Unit IV<\/h4>\n<p>For complete syllabus and results, class timetable and more pls <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a>. Its a light weight, easy to use, no images, no pdfs platform to make students life easier.<\/p>\n<p><h4>Unit V<\/h4>\n<p><strong> Applications of Compressive Sensing<\/strong><br \/>\nCompressed Sensing for Real-Time Energy-Efficient Compression on Wireless Body Sensor Nodes; Compressive sensing in video surveillance; An Application of Compressive Sensing for Image Fusion; Single-Pixel Imaging via Compressive Sampling.\n<\/p>\n<p><h4>Course Outcome:<\/h4>\n<p>At the end of the course, the student should be able to:<\/p>\n<ul>\n<li>Appreciate the motivation and the necessity for compressed sensing technology.<\/li>\n<li>Design a new algorithm or modify an existing algorithm for different application areas in wireless sensor network.<\/li>\n<\/ul>\n<p><h4>Text Books:<\/h4>\n<ol>\n<li>Radha S, Hemalatha R, Aasha Nandhini S, Compressive Sensing for Wireless Communication: Challenges and Opportunities, River publication, 2016. (Unit I-V)<\/li>\n<li>Mark A. Davenport, Marco F. Duarte, Yonina C. Eldar and Gitta Kutyniok, Introduction to Compressed Sensing, in Compressed Sensing: Theory and Applications, Y. Eldar and G. Kutyniok, eds., Cambridge University Press, 2011 (Unit I)<\/li>\n<\/ol>\n<p><h4>References:<\/h4>\n<ol>\n<li>Duarte, M.F.; Davenport, M.A.; Takhar, D.; Laska, J.N.; Ting Sun; Kelly, K.F.; Baraniuk, R.G.; , &#8220;Single-Pixel Imaging via Compressive Sampling,&#8221; Signal Processing Magazine, IEEE, vol.25, no.2, pp.83-91, March 2008.<\/li>\n<li>Tao Wan.; Zengchang Qin.; , An application of compressive sensing for image fusion, CIVR 10 Proceedings of the ACM International Conference on Image and Video Retrieval, Pages 3-9.<\/li>\n<li>H. Mamaghanian , N. Khaled , D. Atienza and P. Vandergheynst &#8220;Compressed sensing for real-time energy-efficient ecg compression on wireless body sensor nodes&#8221;, IEEE Trans. Biomed. Eng., vol. 58, no. 9, pp.2456 -2466 2011.<\/li>\n<li>Mohammadreza Balouchestani.; Kaamran Raahemifar.; and Sridhar Krishnan.;, COMPRESSED SENSING IN WIRELESS SENSOR NETWORKS: SURVEY , Canadian Journal on Multimedia and Wireless Networks Vol. 2, No. 1, February 2011.<\/li>\n<\/li>\n<\/ol>\n<p>For detail syllabus of all other subjects of BE Ece, 2017 regulation do visit <a href=\"..\/category\/ece+8th-sem\">Ece 8th Sem syllabus for 2017 Regulation<\/a>.<\/p>\n<p>Dont forget to <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">download iStudy<\/a> for latest syllabus and results, class timetable and more.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Compressive Sensing Ece 8th Sem Syllabus for BE 2017 Regulation Anna Univ (Professional Elective IV) detail syllabus for Electronics And Communication Engineering (Ece), 2017 regulation is collected from the Anna [&hellip;]<\/p>\n","protected":false},"author":2297,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","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,"footnotes":""},"categories":[51,71],"tags":[],"class_list":["post-19157","post","type-post","status-publish","format-standard","hentry","category-8th-sem","category-ece"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/19157","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/users\/2297"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/comments?post=19157"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/19157\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=19157"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=19157"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=19157"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}