Instructor
Arun Pachai Kannu
Office: ESB 338A
Phone: (044) 2257 4463
Email: arunpachai@ee.iitm.ac.in
Text Book
[1] Ali Sayed, "Fundamentals of Adaptive Filtering", Wiley, 2003.
References
[1] Ali Sayed, "Adpative Filters", Wiley, 2008
[2] Simon Haykin, "Adaptive Filter Theory", Prentice Hall, 2001
Assignments:
Assignment 1: Due by 27/8 (Wed) "Adaptive Filters" book problems: I.12, I.13a,b, I.16, II.19, II.25, II.26
Assignment 2: Due by 29/9 (Mon) "Adaptive Filters" book problems: III.3, III.5, III.8, III.11
Assignment 3: Due by 31/10 (Fri) Asgn3[pdf]
Assignment 4: For practice Asgn4[pdf]
Solutions:
Solution Assignment 1: Asgn1_Soln[pdf]
Solution Quiz 1: Quiz1_Soln[pdf]
Solution Assignment 2: Asgn2_Soln[pdf]
Notes:
Introduction: Intro[pdf]
Optimal Estimation: OptimalEst[pdf]
Linear Estimation: LinearEst[pdf]
Steepest Descent: SDA[pdf]
LMS Algorithm and Variants: LMS and Variants[pdf]
Adaptive Filter Performance: Performance[pdf]
Least Squares Estimation: LS[pdf]
Evaluation
Assignments --- 10%
Quiz 1 --- 20%
Quiz 2 --- 20%
Final exam --- 50%