Research Catalog

Fundamentals of adaptive filtering

Title
Fundamentals of adaptive filtering / Ali H. Sayed.
Author
Sayed, Ali H.
Publication
Hoboken, N.J. : J. Wiley & Sons : IEEE Press, [2003], ©2003.

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Details

Description
xxxvii, 1125 pages : illustrations; 26 cm
Subjects
Bibliography (note)
  • Includes bibliographical references (p. 1090-1112) and index.
Contents
1. Optimal estimation -- 2. Linear estimation -- 3. Constrained linear estimation -- 4. Steepest-descent algorithms -- 5. Stochastic-gradient algorithms -- 6. Steady-state performance of adaptive filters -- 7. Tracking performance of adaptive filters -- 8. Finite precision effects -- 9. Transient performance of adaptive filters -- 10. Block adaptive filters -- 11. The least-squares criterion -- 12. Recursive least-squares -- 13. RLS array algorithms -- 14. Fast fixed-order filters -- 15. Lattice filters -- 16. Laguerre adaptive filters -- 17. Robust adaptive filters.
ISBN
  • 0471461261
  • 9780471461265
LCCN
99958549686
OCLC
  • ocm52979325
  • 52979325
  • SCSB-5744735
Owning Institutions
Columbia University Libraries