[CPCC] New UCI Course: Adaptive Signal Processing

[Ender Ayanoglu]

				 UCI EECS
 				NEW COURSE
 			      SPRING QUARTER

 			Adaptive Signal Processing

(Taught this year as ECE 298 Topics in Electrical and Computer Engineering)

Instructor:	Robin Joshi

Location:	CS 213
Time:		Tue, Thu 3:30-4:50 PM

Prerequisite:	ECE228A
Textbook:	Adaptive Filter Theory, 4th Ed., S. Haykin, Prentice-Hall

Lecture Topics:	Course overview
 		Eigenanalysis
 		Wiener Filters
 		Linear Prediction
 		Kalman Filtering
 		Least Mean Squares Algorithm
 			The Method of Steepest Descent
 			Effects of Eigenvalue Spread and Step Size
 			Convergence Properties of LMS
 			Normalized LMS Algorithm
 		Method of Least Squares
 			Statement of Linear Least Squares Estimation Problem
 			The Deterministic Normal Equation
 			Minimum Sum of Error Squares
 		Recursive Least Squares
 			Order Update Recursions
 			Time Update Recursion
 			Lattice Filters