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  • 9:29 PM, Friday, 22 Oct 2021


Course Postgraduate
Semester Electives
Subject Code AVD611
Subject Title Advanced Signal Analysis and Processing

Syllabus

Review of basic DSP concepts: Transform and their properties -Transform Analysis of LTI
system: Phase and Magnitude response of system, Minimum phase, maximum phase, Allpass
- FIR, IIR filter design: design by Windowing, Impulse invariant and bilinear transformation -
Multirate signal Processing: Interpolation, Decimation, sampling rate conversion, Filterbank
design, Polyphase structures - Adaptive Filter theory : Wiener filters, LMS and RLS, Linear
Prediction.

Text Books

1. Proakis, John G. - Digital signal processing: principles algorithms and applications, PHI.
2. Oppenheim, Alan V - Discrete-time signal processing, Pearson Education India.
3.Vaidyanathan, Parishwad P - Multirate systems and filter banks, Pearson Education India.
4.Vaidyanathan, Palghat P- The theory of linear prediction, Morgan and Claypool Publishers.
5.Haykin, Simon S. - Adaptive filter theory, Pearson Education India.
Pre-requisites:
1.Undergraduate Signals and Systems
2.Undergraduate Digital Signal Processing

References