Probability and Random Processes detailed syllabus for Information Technology (IT) for 2019 regulation curriculum has been taken from the Anna Universities official website and presented for the IT 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 Information Technology 8th Sem scheme and its subjects, do visit IT 8th Sem 2019 regulation scheme. For Professional Elective-VII scheme and its subjects refer to IT Professional Elective-VII syllabus scheme. The detailed syllabus of probability and random processes is as follows.
Course Objective:
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Unit I
Random Variables
Discrete and Continuous Random Variables – Moments – Moment Generating Functions -Binomial, Poisson, Geometric, Uniform, Exponential, Gamma and Normal Distributions -Functions of a Random Variable.
Unit II
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Unit III
Random Processes
Classification – Stationary Process – Markov Process – Poisson Process – Random Telegraph Process.
Unit IV
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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 – White Noise.
Course Outcome:
For the complete syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier..
Text Books:
- Ghahramani, S. “Fundamentals of probability with: stochastic processes”, Chapman and Hall/ CRC, Fourth Edition, Boca Raton, 2018.
- Ibe, O.C. “Fundamentals of Applied Probability and Random Processes”, Elsevier, Academic Press, Second Edition, Boston, 2014.
- Peebles, P.Z. “Probability, Random Variables and Random Signal Principles”, Tata McGraw Hill, Fourth Edition, New Delhi, 2017.
References:
- George R. Cooper, Clare D. McGillem, “Probabilistic Methods of Signal and System Analysis”, Oxford University Press, 3rd Edition, New York, 2010.
- Hwei Hsu, “Schaum”s Outline of Theory and Problems of Probability, Random Variables and Random Processes”, McGraw Hill Education, 3rd Edition, Reprint, New Delhi, 2017.
- Miller, S.L. and Childers, D.G., “Probability and Random Processes with Applications to Signal Processing and Communications”, Academic Press, 2nd Edition, Amsterdam, 2012.
- Yates, R.D. and Goodman, D.J., Famolari, D. “Probability and Stochastic Processes”, John Wiley and Sons, 3rd Edition, New Jersey, 2014.
For detailed syllabus of all the other subjects of Information Technology 8th Sem, visit IT 8th Sem subject syllabuses for 2019 regulation.
For all Information Technology results, visit Anna University IT all semester results direct link.