Random Signal Processing (EE412)

Programme: 

B.Tech (E&E)

Semester: 

Seventh

Category: 

Programme Specific Electives (PSE)

Credits (L-T-P): 

04 (3-1-0)

Content: 

Random signal processing: Review of probability and random variables, Mathematical description of random signals, response of linear systems to random inputs, Wiener filtering,. Basic estimation theory, Discrete Kalman filter, State-space modeling and simulation, Nonlinear estimation.

References: 

1. Athanasios Papoulis, Probability, Random variables, and Stochastic Processes, McGraw-Hill, 1991.
2. R. G. Brown, P. Y. C. Hwang, Introduction to Random Signals and Applied Kalman Filtering, John Wiley and Sons, 1997.
3. A. P. Sage, James L. Melsa, Estimation Theory with Applications to Communications and Control, McGraw-Hill, 1971.

Department: 

Electrical and Electronics Engineering
 

Contact us

 Vinatha U
Associate Professor and Head of the Department
Department of Electrical and Electronics Engineering
National Institute of Technology Karnataka, Surathkal
Srinivasnagar, Surathkal, Mangalore-575025. Karnataka, India.
Ph : +91-824-2473045
Fax: +91-824-2474039
E-mail: hodee[AT]nitk[DOT]ac[DOT]in

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