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Adaptive filtering : algorithms and practical implementation / Paulo S. R. Diniz.

By: Diniz, Paulo Sergio Ramirez, 1956-.
Material type: TextTextPublisher: New York : Springer, 2013Edition: 4th ed.Description: xxi, 652 p. : ill. ; 24 cm.ISBN: 9781461441052 (alk. paper).Subject(s): Adaptive signal processing | Adaptive filters | Signal processing -- Digital techniquesDDC classification: 621.3822
Contents:
1. Introduction to adaptive filtering -- 2. Fundamentals of adaptive filtering -- 3. The least-mean-square (LMS) algorithm -- 4. LMS-based algorithms -- 5. Conventional RLS adaptive filter -- 6. Data-selective adaptive filtering -- 7. Adaptive lattice-based RLS algorithms -- 8. Fast transversal RLS algorithms -- 9. QR-decomposition-based RLS filters -- 10. Adaptive HR filters -- 11. Nonlinear adaptive filtering -- 12. Subband adaptive filters -- 13. Blind adaptive filters -- 14. Complex differentiation -- 15. Quantization effects in the LMS algorithm -- 16. Quantization effects in the RLS algorithm -- 17. Kalman filters -- 18. Analysis of set-membership affine projection algorithm.
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Item type Home library Call number Status Date due Barcode Item holds
Book Book KCST Library
621.3822 Di Ad (Browse shelf) Available 1000000380
Total holds: 0

Includes bibliographical references and index.

1. Introduction to adaptive filtering -- 2. Fundamentals of adaptive filtering -- 3. The least-mean-square (LMS) algorithm -- 4. LMS-based algorithms -- 5. Conventional RLS adaptive filter -- 6. Data-selective adaptive filtering -- 7. Adaptive lattice-based RLS algorithms -- 8. Fast transversal RLS algorithms -- 9. QR-decomposition-based RLS filters -- 10. Adaptive HR filters -- 11. Nonlinear adaptive filtering -- 12. Subband adaptive filters -- 13. Blind adaptive filters -- 14. Complex differentiation -- 15. Quantization effects in the LMS algorithm -- 16. Quantization effects in the RLS algorithm -- 17. Kalman filters -- 18. Analysis of set-membership affine projection algorithm.

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