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.
Advanced Digital Signal Processing , By J G Proakis, Radar, Ling, Nikias
Adaptive Signal Processing, By Simon Haykins
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