Adaptive filtering : algorithms and practical implementation / Paulo S. R. Diniz.
Material type:
TextPublication details: New York : Springer, 2013.Edition: 4th edDescription: xxi, 652 p. : ill. ; 24 cmISBN: - 9781461441052 (alk. paper)
- 621.3822 23 Di Ad
- TK5102.9 .D6 2013
| Item type | Current library | Call number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|
| Book | KCST Library | 621.3822 Di Ad (Browse shelf(Opens below)) | Available | 1000000380 |
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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