Adaptive IIR Filtering in Signal Processing and Control

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CRC Press, Oct 25, 1994 - Technology & Engineering - 704 pages
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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.
 

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Contents

Introduction
1
Recursive Filter Structures
31
The BeurlingLax Theorem Hankel Forms
82
Rational Approximation in Hankel Norm
145
Approximation
180
Stability of TimeVarying Recursive Filters
228
Gradient Descent Algorithms
258
The SteiglitzMcBride Family of Algorithms
374
Hyperstable Algorithms
487
Adaptive Notch Filters
554
Perspectives and Open Problems
600
Computations with Lattice Filters
650
List of Notations
666
Index
675
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