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Course
Subject:
Engineering
Topic:
Electronic Engineering
Views:
96,225
Educator
Name:
Indian Institute of Technology, Kharagpur (IIT Kharagpur)
Type:
University
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Instructor
Name
M. Chakraborty
Adaptive Signal Processing
Video Lectures
Displaying all 41 video lectures.
Lecture 1
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Introduction to Adaptive Filters
Lecture 2
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Introduction to Stochastic Processes
Lecture 3
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Stochastic Processes
Lecture 4
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Correlation Structure
Lecture 5
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FIR Wiener Filter (Real)
Lecture 6
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Steepest Descent Technique
Lecture 7
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LMS Algorithm
Lecture 8
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Convergence Analysis
Lecture 9
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Convergence Analysis (Mean Square)
Lecture 10
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Convergence Analysis (Mean Square)
Lecture 11
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Misadjustment and Excess MSE
Lecture 12
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Misadjustment and Excess MSE
Lecture 13
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Sign LMS Algorithm
Lecture 14
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Block LMS Algorithm
Lecture 15
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Fast Implementation of Block LMS Algorithm
Lecture 16
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Fast Implementation of Block LMS Algorithm
Lecture 17
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Vector Space Treatment to Random Variables
Lecture 18
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Vector Space Treatment to Random Variables
Lecture 19
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Orthogonalization and Orthogonal Projection
Lecture 20
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Orthogonal Decomposition of Signal Subspaces
Lecture 21
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Introduction to Linear Prediction
Lecture 22
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Lattice Filter
Lecture 23
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Lattice Recursions
Lecture 24
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Lattice as Optimal Filter
Lecture 25
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Linear Prediction and Autoregressive Modeling
Lecture 26
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Gradient Adaptive Lattice
Lecture 27
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Gradient Adaptive Lattice
Lecture 28
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Introduction to Recursive Least Squares
Lecture 29
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RLS Approach to Adaptive Filters
Lecture 30
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RLS Adaptive Lattice
Lecture 31
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RLS Lattice Recursions
Lecture 32
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RLS Lattice Recursions
Lecture 33
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RLS Lattice Algorithm
Lecture 34
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RLS Using QR Decomposition
Lecture 35
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Givens Rotation
Lecture 36
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Givens Rotation and QR Decomposition
Lecture 37
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Systolic Implementation
Lecture 38
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Systolic Implementation
Lecture 39
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Singular Value Decomposition
Lecture 40
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Singular Value Decomposition
Lecture 41
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Singular Value Decomposition
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Subject: Engineering
Courses
Adaptive Signal Processing