Diniz, Paulo Sergio Ramirez, 1956-

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

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.

9781461441052 (alk. paper)

2012942860


Adaptive signal processing.
Adaptive filters.
Signal processing--Digital techniques.

TK5102.9 / .D6 2013

621.3822 / Di Ad