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Adaptive IIR filtering in signal processing and control

"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...

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Bibliographic Details
Main Author: Regalia, Philip A.
Format: Book
Language:English
Published: New York Marcel Dekker 1995
Series:Electrical engineering and electronics 90
Subjects:
Adaptive filters.
Adaptive signal processing > Mathematics.
Recussive funtions.
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Table of Contents:
  • 1. Introduction
  • 2. Recursive Filter Structures
  • 3. Beurling-Lax Theorem, Hankel Forms, and Classical Identification
  • 4. Rational Approximation in Hankel Norm
  • 5. Rational H[subscript 2] Approximation
  • 6. Stability of Time-Varying Recursive Filters
  • 7. Gradient Descent Algorithms
  • 8. Steiglitz-McBride Family of Algorithms
  • 9. Hyperstable Algorithms
  • 10. Adaptive Notch Filters
  • 11. Perspectives and Open Problems
  • Appendix A: Computations with Lattice Filters
  • Appendix B: List of Notations.

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