George Mason University
George Mason University Mason
George Mason University

ECE 635: Adaptive Signal Processing

Instructor Information

Section Information

Introduces adaptive systems and adaptive signal processing. Topics include correlation functions and matrices; performance functions; search of minimum; steepest descent and Newton algorithms; least mean squares algorithm; noise perturbed search and misadjustment; sequential regression algorithm and convergence issues; recursive least squares algorithm and forgetting factor; frequency domain algorithms; adaptive equalization; pseudorandom binary sequences and system identification; adaptive interference cancellation; and adaptive beam forming and arrays. Simulates adaptive algorithms.

Course Information from University Catalog

Credits: 3

Prerequisites:

Instructor Information
Expertise