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Diniz, Paulo Sergio Ramirez, 1956-

Adaptive filtering : algorithms and practical implementation / Paulo S. R. Diniz. - 4th ed. - New York : Springer, c.2013. - xxi, 652 p. : ill. ; 24 cm.

Index : p. 643-652.

Includes bibliographical references.

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.

ISBN: 9781461441052

Subjects--Topical Terms:
Adaptive signal processing.
Adaptive filters.
Signal processing--Digital techniques.

Subjects--Index Terms:

Dewey Class. No.: 621.3822 / DIN