Random Processes detailed syllabus for Computer Science & Engineering (CSE) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the CSE 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.
For Computer Science & Engineering 7th Sem scheme and its subjects, do visit CSE 7th Sem 2021 regulation scheme. For Open Elective-IV scheme and its subjects refer to CSE Open Elective-IV syllabus scheme. The detailed syllabus of random processes is as follows.
Course Objectives:
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Unit I
RANDOM VARIABLES 9 Discrete and continuous random variables – Moments – Moment generating functions – Joint Distribution- Covariance and Correlation – Transformation of a random variable.
Unit II
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Unit III
SPECIAL RANDOM PROCESSES 9 Bernoulli Process – Gaussian Process – Poisson process – Random telegraph process.
Unit IV
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Unit V
LINEAR SYSTEMS WITH RANDOM INPUTS 9 Linear time invariant system – System transfer function – Linear systems with random inputs – Auto correlation and cross correlation functions of input and output.
Course Outcomes:
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Text Books:
- Ibe, O.C.,” Fundamentals of Applied Probability and Random Processes “, 1st Indian Reprint, Elsevier, 2007.
- Peebles, P.Z., “Probability, Random Variables and Random Signal Principles “, Tata McGraw Hill, 4th Edition, New Delhi, 2002.
Reference Books:
- Cooper. G.R., McGillem. C.D., “Probabilistic Methods of Signal and System Analysis”, Oxford University Press, New Delhi, 3rd Indian Edition, 2012.
- Hwei Hsu, “Schaums Outline of Theory and Problems of Probability, Random Variables and Random Processes “, Tata McGraw Hill Edition, New Delhi, 2004.
- Miller. S.L. and Childers. D.G., Probability and Random Processes with Applications to Signal Processing and Communications “, Academic Press, 2004.
- Stark. H. and Woods. J.W., Probability and Random Processes with Applications to Signal Processing “, Pearson Education, Asia, 3rd Edition, 2002.
- Yates. R.D. and Goodman. D.J., Probability and Stochastic Processes”, Wiley India Pvt. Ltd., Bangalore, 2nd Edition, 2012.
For detailed syllabus of all the other subjects of Computer Science & Engineering 7th Sem, visit CSE 7th Sem subject syllabuses for 2021 regulation.
For all Computer Science & Engineering results, visit Anna University CSE all semester results direct link.