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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| Main Author: | |
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| Format: | Book |
| Language: | English |
| Published: |
New York
Marcel Dekker
1995
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| Series: | Electrical engineering and electronics
90 |
| Subjects: | |
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| Call Number : | TK 5102.9 .R44 1995 |
MARC
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| 040 | |a UPNM | ||
| 090 | |a TK 5102.9 |b .R44 1995 | ||
| 100 | 1 | |a Regalia, Philip A. | |
| 245 | 1 | 0 | |a Adaptive IIR filtering in signal processing and control |c Philip A. Regalia |
| 260 | |a New York |b Marcel Dekker |c 1995 | ||
| 300 | |a xvii, 678 p. |b ill. |c 24 cm. | ||
| 490 | 1 | |a Electrical engineering and electronics |v 90 | |
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a 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. | |
| 520 | |a "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. It recasts the theory of adaptive IIR filters by concentrating on recursive lattice filters - freeing systems from the need for direct-form filters." "Generously illustrated, Adaptive IIR Filtering in Signal Processing and Control is a practical daily reference for electrical and electronics, optical, telecommunications, control, digital or signal processing, and computer engineers; filter designers; and computer scientists; as well as an invaluable text for upper-level undergraduate and graduate-level students studying adaptive IIR filtering and system identification."--BOOK JACKET. | ||
| 650 | 0 | |a Adaptive filters. | |
| 650 | 0 | |a Adaptive signal processing |x Mathematics. | |
| 650 | 0 | |a Recussive funtions. | |
| 830 | 0 | |a Electrical engineering and electronics |v 90 | |
| 999 | |a vtls000005504 |c 5763 |d 5763 | ||