EENG 5353 Adaptive Filters

Introduction to discrete-time signal processing, impulse response, Z-transform. Finite and infinite impulse response filters. Stochastic processes, correlation functions, power spectral density, Wiener filters. Gradient search, steepest-descent, LMS, and recursive least squares algorithms. Noise and, echo cancelation. IIR adaptive filters. Three hours of lecture per week.

Prerequisite

MATH 3351 and EENG 4311