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

By: Material type: TextPublication 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
Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
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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