Random Processes detailed syllabus for Computer & Communication Engineering (CCE) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the CCE 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 & Communication Engineering 7th Sem scheme and its subjects, do visit CCE 7th Sem 2021 regulation scheme. For Open Elective-IV scheme and its subjects refer to CCE Open Elective-IV syllabus scheme. The detailed syllabus of random processes is as follows.
Course Objectives:
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Unit I
RANDOM VARIABLES Discrete and continuous random variables – Moments – Moment generating functions – Joint Distribution- Covariance and Correlation – Transformation of a random variable.
Unit II
RANDOM PROCESSES Classification – Characterization – Cross correlation and Cross covariance functions – Stationary Random Processes – Markov process – Markov chain.
Unit III
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Unit IV
CORRELATION AND SPECTRAL DENSITIES Auto correlation functions – Cross correlation functions – Properties – Power spectral density -Cross spectral density – Properties.
Unit V
LINEAR SYSTEMS WITH RANDOM INPUTS Linear time invariant system – System transfer function – Linear systems with random inputs -Auto correlation and cross correlation functions of input and output.
Course Outcomes:
Upon successful completion of the course, students should be able to:
- Understand the basic concepts of one and two dimensional random variables and apply in engineering applications.
- Apply the concept random processes in engineering disciplines.
- Understand and apply the concept of correlation and spectral densities.
- Get an exposure of various distribution functions and help in acquiring skills in handling situations involving more than one variable.
- Analyze the response of random inputs to linear time invariant systems.
Text Books:
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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, “Schaum’s 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 & Communication Engineering 7th Sem, visit CCE 7th Sem subject syllabuses for 2021 regulation.
For all Computer & Communication Engineering results, visit Anna University CCE all semester results direct link.