Adaptive Filter Theory (4th Edition)

Author: Simon Haykin
Publisher: Prentice Hall
Publication Date: 2002-06-01
Features:
NEW-Revision - Consolidates the mathematical treatment of linear adaptive filters.
○ Improves the presentation of material on statistical LMS theory and statistical RLS theory.
○ Expands the treatment of normalized LMS filters and introduces the more general case of affine projection filters.
○ Introduces sub-band adaptive filters.
NEW - In-depth treatment of adaptive filters in a highly readable and understandable fashion.
NEW - Major revision of the MATLAB codes for the computer experiments - Available on the web.
NEW - Website (http://soma.crl.mcmaster.ca/ASL) - Includes a highly intensive research program on the applications of adaptive filters and neural networks to signal processing and communications with emphasis on: space-time wireless communications, radar surveillance, and chaotic signal processing.
Extensive use of illustrative examples.
Extensive use of MATLAB experiments - Illustrates the practical realities and intricacies of adaptive filters, the codes for which can be downloaded from the web.
Extensive bibliography of the subject.
Haykin's book introduces the mathematical methods within filters and the principles of multilayer perceptrons. Original title: Adaptive Filter Theory, 4th.