Probability and Random Processes Syllabus for B.Tech 4th sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course.
The detailed syllabus for Probability and Random Processes B.Tech (R13) fourthsem is as follows
OBJECTIVES: To provide necessary basic concepts in probability and random processes for applications such as random signals, linear systems etc in communication engineering.
UNIT I : RANDOM VARIABLES [9+3 hours]
Discrete and continuous random variables – Moments – Moment generating functions – Binomial, Poisson, Geometric, Uniform, Exponential, Gamma and Normal distributions.
UNIT II : TWO – DIMENSIONAL RANDOM VARIABLES [9+3 hours]
Joint distributions – Marginal and conditional distributions – Covariance – Correlation and Linear regression – Transformation of random variables. UNIT
III : RANDOM PROCESSES [9+3 hours]
Classification – Stationary process – Markov process – Poisson process – Random telegraph process.
TOTAL (L:45+T:15): 60 PERIODS
OUTCOMES:
- The students will have an exposure of various distribution functions and help in acquiring skills in handling situations involving more than one variable. Able to analyze the response of random inputs to linear time invariant systems.
TEXT BOOKS:
- Ibe.O.C., “Fundamentals of Applied Probability and Random Processes”, Elsevier, 1st Indian Reprint, 2007.
- Peebles. P.Z., “Probability, Random Variables and Random Signal Principles”, Tata Mc Graw Hill, 4th Edition, New Delhi, 2002.
REFERENCES:
- Yates. R.D. and Goodman. D.J., “Probability and Stochastic Processes”, 2nd Edition, Wiley India Pvt. Ltd., Bangalore, 2012.
- Stark. H., and Woods. J.W., “Probability and Random Processes with Applications to Signal Processing”, 3rd Edition,Pearson Education, Asia, 2002.
- Miller. S.L. and Childers. D.G., “Probability and Random Processes with Applications to Signal Processing and Communications”, Academic Press, 2004.
- Hwei Hsu, “Schaum‟s Outline of Theory and Problems of Probability, Random Variables and Random Processes”, Tata Mc Graw Hill Edition, New Delhi, 2004.
- Cooper. G.R., Mc Gillem. C.D., “Probabilistic Methods of Signal and System Analysis”, 3rd Indian Edition, Oxford University Press, New Delhi, 2012.
For all other B.Tech ECE 4th sem syllabus go to Anna University B.Tech Electronics and Communication Engineering (ECE) 4th Sem Course Structure for (R13) Batch.All details and yearly new syllabus will be updated here time to time.Subscribe, like us on facebook and follow us on google plus for all updates.
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