Study of Noise Reduction and System Identification Algorithms

Under Dr. Harish Parthasarthy

Outline of Project

Random signals and adaptive signal processing algorithms were studied in this project. Convergence and accuracy of different prediction algorithms such as Levinson Durbin Algorithm, Least Squares, QR decomposition, LDU decomposition, Time Recursive Least Squares, etc were studied and compared. Simulations of practical problems such as Adaptive Echo cancellation, Channel Equalization, etc were also carried out. All simulations were done in MATLAB.

Text References

Advanced Digital Signal Processing , By J G Proakis, Radar, Ling, Nikias

Adaptive Signal Processing, By Simon Haykins

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