{"id":55778,"date":"2023-08-28T16:06:20","date_gmt":"2023-08-28T16:06:20","guid":{"rendered":"https:\/\/www.inspirenignite.com\/anna-university\/oma356-random-processes-syllabus-for-csbs-2021-regulation-open-elective-iv\/"},"modified":"2023-08-28T16:06:20","modified_gmt":"2023-08-28T16:06:20","slug":"oma356-random-processes-syllabus-for-csbs-2021-regulation-open-elective-iv","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/oma356-random-processes-syllabus-for-csbs-2021-regulation-open-elective-iv\/","title":{"rendered":"OMA356: Random Processes syllabus for CS&BS 2021 regulation (Open Elective-IV)"},"content":{"rendered":"

Random Processes detailed syllabus for Computer Science & Business Systems (CS&BS) for 2021 regulation curriculum has been taken from the Anna Universities<\/a> official website and presented for the CS&BS students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below. <\/p>\n

For Computer Science & Business Systems 7th Sem scheme and its subjects, do visit CS&BS 7th Sem 2021 regulation scheme<\/a>. For Open Elective-IV scheme and its subjects refer to CS&BS Open Elective-IV syllabus scheme<\/a>. The detailed syllabus of random processes is as follows. <\/p>\n

Course Objectives:<\/h4>\n

Download the iStudy App for all syllabus and other updates.<\/a>
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Unit I<\/h4>\n

RANDOM VARIABLES\tDiscrete and continuous random variables – Moments – Moment generating functions – Joint Distribution- Covariance and Correlation – Transformation of a random variable.\n<\/p>\n

Unit II<\/h4>\n

RANDOM PROCESSES\tClassification – Characterization – Cross correlation and Cross covariance functions – Stationary Random Processes – Markov process – Markov chain.\n<\/p>\n

Unit III<\/h4>\n

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Unit IV<\/h4>\n

CORRELATION AND SPECTRAL DENSITIES\tAuto correlation functions – Cross correlation functions – Properties – Power spectral density -Cross spectral density – Properties.\n<\/p>\n

Unit V<\/h4>\n

LINEAR SYSTEMS WITH RANDOM INPUTS\tLinear time invariant system – System transfer function – Linear systems with random inputs -Auto correlation and cross correlation functions of input and output.\n<\/p>\n

Course Outcomes:<\/h4>\n

Upon successful completion of the course, students should be able to: <\/p>\n

    \n
  1. Understand the basic concepts of one and two dimensional random variables and apply in engineering applications.<\/li>\n
  2. Apply the concept random processes in engineering disciplines.<\/li>\n
  3. Understand and apply the concept of correlation and spectral densities.<\/li>\n
  4. Get an exposure of various distribution functions and help in acquiring skills in handling situations involving more than one variable.<\/li>\n
  5. Analyze the response of random inputs to linear time invariant systems.<\/li>\n<\/ol>\n

    Text Books:<\/h4>\n

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    \"Get<\/a><\/h4>\n

    Reference Books:<\/h4>\n
      \n
    1. Cooper. G.R., McGillem. C.D., “Probabilistic Methods of Signal and System Analysis”, Oxford University Press, New Delhi, 3rd Indian Edition, 2012.<\/li>\n
    2. Hwei Hsu, “Schaum\u2019s Outline of Theory and Problems of Probability, Random Variables and Random Processes “, Tata McGraw Hill Edition, New Delhi, 2004.<\/li>\n
    3. Miller. S.L. and Childers. D.G., \u201cProbability and Random Processes with Applications to Signal Processing and Communications “, Academic Press, 2004.<\/li>\n
    4. Stark. H. and Woods. J.W., \u201cProbability and Random Processes with Applications to Signal Processing “, Pearson Education, Asia, 3rd Edition, 2002.<\/li>\n
    5. Yates. R.D. and Goodman. D.J., \u201cProbability and Stochastic Processes”, Wiley India Pvt. Ltd., Bangalore, 2nd Edition, 2012.<\/li>\n<\/li>\n<\/ol>\n

      For detailed syllabus of all the other subjects of Computer Science & Business Systems 7th Sem, visit CS&BS 7th Sem subject syllabuses for 2021 regulation<\/a>. <\/p>\n

      For all Computer Science & Business Systems results, visit Anna University CS&BS all semester results<\/a> direct link. <\/p>\n","protected":false},"excerpt":{"rendered":"

      Random Processes detailed syllabus for Computer Science & Business Systems (CS&BS) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the CS&BS students. […]<\/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":[146],"tags":[],"class_list":["post-55778","post","type-post","status-publish","format-standard","hentry","category-csbs"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/55778","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=55778"}],"version-history":[{"count":0,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/55778\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=55778"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=55778"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=55778"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}