Adaptive IIR Filtering in Signal Processing and Control

Adaptive IIR Filtering in Signal Processing and Control

by Phillip Regalia, Regalia, Regalia Regalia
     
 

ISBN-10: 0824792890

ISBN-13: 9780824792893

Pub. Date: 10/25/1994

Publisher: Taylor & Francis

This unique 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, algorithm design, and the approximation properties for each type of algorithm. Recasts the theory of adaptive IIR

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Overview

This unique 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, algorithm design, and the approximation properties for each type of algorithm. Recasts the theory of adaptive IIR filters by concentrating on recursive lattice filters-freeing systems from the need for direct-form filters!

Product Details

ISBN-13:
9780824792893
Publisher:
Taylor & Francis
Publication date:
10/25/1994
Series:
Electrical and Computer Engineering Series, #90
Pages:
700
Product dimensions:
7.00(w) x 10.00(h) x 0.75(d)

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.

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