E E 654 - Adaptive Filter Design

Units: 3

Grading Method: LTR: Letter Graded. The class will be offered for letter grade with no option to take it for Cr/NC

Prerequisite(s): E E 450 and E E 602.

Constrained and unconstrained Wiener filters. Performance surfaces and gradient-based search methods. LMS and RLS algorithms. Lattice filters. Applications of adaptive filters in beamforming, channel equalization, echo cancellation, and system modeling.

Maximum Credits: 3