{"id":17446,"date":"2020-09-09T11:00:40","date_gmt":"2020-09-09T11:00:40","guid":{"rendered":"https:\/\/www.inspirenignite.com\/mh\/ec-54-c-estimation-and-detection-theory-syllabus-for-el-8th-sem-2017-dbatu-elective-xii\/"},"modified":"2020-09-09T11:00:40","modified_gmt":"2020-09-09T11:00:40","slug":"ec-54-c-estimation-and-detection-theory-syllabus-for-el-8th-sem-2017-dbatu-elective-xii","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/mh\/ec-54-c-estimation-and-detection-theory-syllabus-for-el-8th-sem-2017-dbatu-elective-xii\/","title":{"rendered":"EC 54 C: Estimation and Detection Theory Syllabus for EL 8th Sem 2017 DBATU (Elective-XII)"},"content":{"rendered":"

Estimation and Detection Theory detailed syllabus scheme for Electronics Engineering (EL), 2017 onwards has been taken from the DBATU<\/a> official website and presented for the Bachelor of Technology students. For Subject Code, Course Title, Lecutres, Tutorials, Practice, Credits, and other information, do visit full semester subjects post given below. <\/p>\n

For 8th Sem Scheme of Electronics Engineering (EL), 2017 Onwards, do visit EL 8th Sem Scheme, 2017 Onwards<\/a>. For the Elective-XII scheme of 8th Sem 2017 onwards, refer to EL 8th Sem Elective-XII Scheme 2017 Onwards<\/a>. The detail syllabus for estimation and detection theory is as follows.<\/p>\n

Estimation and Detection Theory Syllabus for Electronics Engineering (EL) 4th Year 8th Sem 2017 DBATU<\/h2>\n

Estimation and Detection Theory<\/title><\/p>\n<h4>Course Objectives:<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdf platform to make students’s lives easier.<\/b><br \/><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a>. <\/p>\n<h4>Course Outcomes:<\/h4>\n<p> After successfully completing the course students will be able to<\/p>\n<ol>\n<li>Apply suitable hypothesis testing criteria for signal detection problems.<\/li>\n<li>Use parameter estimation in signal processing and communication problems.<\/li>\n<li>Design an estimator and detector.<\/li>\n<\/ol>\n<h4>Unit 1<\/h4>\n<p> <strong>Statistical Decision Theory<\/strong><br \/>\n Introduction, Bayes Criterion-Binary Hypothesis Testing, M-ary Hypothesis Testing, Minimax Criterion, Neyman-Pearson Criterion, Composite Hypothesis Testing, Sequential Detection.<\/p>\n<h4>Unit 2<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdf platform to make students’s lives easier.<\/b><br \/><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a>. <\/p>\n<h4>Unit 3<\/h4>\n<p> <strong>Parameter Estimation-II<\/strong><br \/>\n Cramer-Rao Inequality, Multiple Parameter Estimation, Best Linear Unbiased Estimator, Least-Square Estimation, Recursive Least-Square Estimator.<\/p>\n<h4>Unit 4<\/h4>\n<p> <strong>Filtering<\/strong><br \/>\n Introduction, Linear Transformation and Orthogonality Principle, Wiener Filters, Discrete Wiener Filters, Kalman Filter.<\/p>\n<h4>Unit 5<\/h4>\n<p id=\"istudy\" style=\"text-align:center\">For the complete syllabus, results, class timetable, and many other features kindly download the <a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\">iStudy App<\/a><br \/><b> It is a lightweight, easy to use, no images, and no pdf platform to make students’s lives easier.<\/b><br \/><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy&pcampaignid=pcampaignidMKT-Other-global-all-co-prtnr-py-PartBadge-Mar2515-1\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/play.google.com\/intl\/en_us\/badges\/static\/images\/badges\/en_badge_web_generic.png\" alt=\"Get it on Google Play\" style=\"height:65px\"><\/a>. <\/p>\n<h4>Unit 6<\/h4>\n<p> <strong>Detection Theory in Radar<\/strong><br \/>\n Introduction, Radar Elementary concepts- Range, Range Resolution, and Unambiguous Range, Doppler Shift, Principles of Adaptive CFAR Detection- Target Models, Review of Some CFAR Detectors.<\/p>\n<h4>Reference\/Text Book:<\/h4>\n<ol>\n<li>Mourad Barkat, Signal detection and Estimation, Artec House, second edition<\/li>\n<li>S M Kay, Fundamentals of statistical Signal Processing, Estimation Theory PHI Signal Processing Series.<\/li>\n<li>S M Kay, Fundamentals of statistical Signal Processing, Detection Theory PHI Signal Processing Series.<\/li>\n<li>H. Vincent Poor, An Introduction to Signal Detection and Estimation, Springer, Second Edition.<\/li>\n<li>Harry L., Van Trees, Detection, Estimation and Modulation Theory, John Wiley and Sons.<\/li>\n<\/ol>\n<p align=\"justify\">For detail syllabus of all subjects of Electronics Engineering (EL) 8th Sem 2017 onwards, visit <a href=\"..\/category\/dbatu\/8th-sem-dbatu\">EL 8th Sem Subjects <\/a>of 2017 Onwards.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Estimation and Detection Theory detailed syllabus scheme for Electronics Engineering (EL), 2017 onwards has been taken from the DBATU official website and presented for the Bachelor of Technology students. For […]<\/p>\n","protected":false},"author":2351,"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":[107],"tags":[],"class_list":["post-17446","post","type-post","status-publish","format-standard","hentry","category-el-dbatu"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/posts\/17446","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/users\/2351"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/comments?post=17446"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/posts\/17446\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/media?parent=17446"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/categories?post=17446"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/mh\/wp-json\/wp\/v2\/tags?post=17446"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}