Course Details
Subject {L-T-P / C} : EE6142 : Advanced Topics in Signal Processing { 3-0-0 / 3}
Subject Nature : Theory
Coordinator : Dr. Supratim Gupta
Syllabus
Mathematical Preliminaries on Advanced Signal Processing Signal Models and Non-Linear Systems Non-Uniform Sampling Non-Harmonic Fourier Analysis Compressed and Adaptive Sensing Non-Gaussian Random Process and Applications Quantum Signal Processing Chaotic Signal Processing
Course Objectives
- To aware the students on the signal processing domain and beyond convention
- To aware the students on processing signals with non-linear systems or technique
- To aware the students on development of algorithms meeting application specific performance criteria
- To aware the students on implemention nonlinear signal processing system in software/Hardware
Course Outcomes
• The student will be aware and able to visualize the domain of signal processing beyond convention <br />• The student will be able to process signals with non-linear systems or technique <br />• The student will be able to develop algorithms meeting application specific performance criteria <br />• The student will be able to implement nonlinear signal processing system in software/Hardware
Essential Reading
- Volker Pohl, and Holger Boche, Advanced Topics in System and Signal Theory, Springer , 2009 or latest Ed.
- Y. C. Eldar and G. Kutyniok, Compressed Sensing: Theory and Applications, CUP , 2012
Supplementary Reading
- Robert M. Young, An Introduction to Non-harmonic Fourier Series, Academic Press , 2001 or latest Ed.
- Gonzalo R. Arce, Nonlinear signal processing: a statistical approach, JOHN WILEY & SONS , 2005 or latest Ed.