This preview has intentionally blurred sections. Sign up to view the full version.View Full Document
Unformatted text preview: ECE–595, Section 011, Fall 2011 Adaptive Filtering Instructor: Balu Santhanam University of New Mexico, Albuquerque Goal The goal of this course is to introduce the theoretical foundations of adaptive filtering algorithms and to explore the design, implementation and convergence issues associated with them. We will specifically look at the application of these algorithms in interference cancellation, target tracking, and biomedical signal processing related problems. Instructor My contact coordinates are: Balu Santhanam, Associate Professor Room 326A, third floor, ECE Bldg Tel: 505 277-1611, Fax: 505 277-1439 Email: [email protected] Web: http://www.eece.unm.edu/faculty/bsanthan Textbooks and References The two textbooks that will be used extensively in the class are: 1. Simon Haykin, ”Adaptive Filter Theory,” Fourth edition, Prentice Hall Inc, Upper Saddle River, New Jersey, 2002. 2. B. Widrow and S.D. Stearns, ”Adaptive Signal Processing,” Prentice Hall Inc, Upper Saddle River New Jersey, 1985....
View Full Document
- Fall '11
- Digital Signal Processing, Probability theory, LMS algorithm, Adaptive Signal Processing, steepest descent algorithm, Adaptive Filter Theory