Adaptive IIR Filtering in Signal Processing and Control

by Phillip Regalia

Overview

Integrates rational approximation with adaptive filtering, providing viable, numerically reliable procedures for creating adaptive infinite impulse response (IIR) filters. The choice of filter structure to adapt, algorithm design and the approximation properties for each type of algorithm are also addressed. This work recasts the theory of adaptive IIR filters by concentrating on recursive lattice filters, freeing systems from the need for direct-form filters.;A solutions manual is available for instructors only. College or university bookstores may order five or more copies at a special student price which is available upon request.

Product Details

ISBN-13:	9781351468947
Publisher:	CRC Press
Publication date:	04/27/2018
Series:	Electrical and Computer Engineering
Sold by:	Barnes & Noble
Format:	eBook
Pages:	700
File size:	45 MB
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About the Author

Phillip Regalia

Table of Contents

Recursive filter structures; the Beurling-Lax theorem, Hankel forms and classical identification; adaptive IIR filtering in signal processing and control; stability of time-varying recursive filters; gradient descent algorithms; the Steiglitz-McBride family of algorithms; hyperstable algorithms; adaptive notch filters; perspectives and open problems; computations with lattice filters.

Editorial Reviews

...this is one of the better books in the field of system theory and signal processing. It is worth reading, and is definitely recommended.

International Journal of Electronics and Communications

...this is one of the better books in the field of system theory and signal processing. It is worth reading, and is definitely recommended.
—International Journal of Electronics and Communications

International Staff Communications

For graduate students, their professors, and research scientists, this reference-text integrates rational approximation with adaptive filtering, providing viable, numerically reliable procedures for creating adaptive infinite impulse response (IIR) filters and addressing the choice of filter structure to adapt. It recasts the theory of adaptive IIR filters by concentrating on recursive lattice filters, freeing systems from the need for direct-form filters. Annotation c. Book News, Inc., Portland, OR (booknews.com)

Booknews

". . .this is one of the better books in the field of system theory and signal processing. It is worth reading, and is definitely recommended. "
—-International Journal of Electronics and Communications

From the Publisher