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Title: Adaptive Signal Processing
Department: Electronics & Communication Engineering
Author: Prof. Mrityunjoy Chakraborty
University: IIT Kharagpur
Type: WebLink
Abstract: not available

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Course Lecture

Introduction To Adaptive Filters
Introduction To Stochastic Processes
Stochastic Processes
Correlation Structure
Fir Wiener Filter (real)
Steepest Descent Technique
Lms Algorithm
Convergence Analysis
Convergence Analysis (mean Square)
Convergence Analysis (mean Square)
Misadjustment And Excess Mse
Misadjustment And Excess Mse
Sign Lms Algorithm
Block Lms Algorithm
Fast Implementation Of Block Lms Algorithm
Fast Implementation Of Block Lms Algorithm
Vector Space Treatment To Random Variables
Vector Space Treatment To Random Variables
Orthogonalization And Orthogonal Projection
Orthogonal Decomposition Of Signal Subspaces
Introduction To Linear Prediction
Lattice Filter
Lattice Recursions
Lattice As Optimal Filter
Linear Prediction And Autoregressive Modeling
Gradient Adaptive Lattice
Gradient Adaptive Lattice
Introduction To Recursive Least Squares
Rls Approach To Adaptive Filters
Rls Adaptive Lattice
Rls Lattice Recursions
Rls Lattice Recursions
Rls Lattice Algorithm
Rls Using Qr Decomposition
Givens Rotation
Givens Rotation And Qr Decomposition
Systolic Implementation
Systolic Implementation
Singular Value Decomposition
Singular Value Decomposition
Singular Value Decomposition

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