Adaptive Signal Processing

Course Description :
Lecture Series on Adaptive Signal Processing by Prof.M.Chakraborty, Department of E and ECE, IIT Kharagpur. Introduction to Adaptive Filters, Introduction to Stochastic Processes, Correlation Structure, FIR Wiener Filter, LMS Algorithm, Convergence Analysis, Sign LMS Algorithm, Block LMS Algorithm, Vector Space Treatment to Random Variables, Introduction to Linear Prediction, Lattice Filter and Recursions, Gradient Adaptive Lattice, RLS Lattice Recursions, Systolic Implementation, Singular Value Decomposition.


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