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

By: Material type: TextTextPublication details: New York : Springer, c.2013.Edition: 4th edDescription: xxi, 652 p. : ill. ; 24 cmISBN:
  • 9781461441052
Subject(s): DDC classification:
  • 621.3822 22 DIN
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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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
Book - Borrowing Book - Borrowing Central Library First floor Alahram 621.3822 DIN (Browse shelf(Opens below)) Available 000032605
Total holds: 0

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.

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