Research Catalog

Adaptive processing : the least mean squares approach with applications in transmission

Title
  1. Adaptive processing : the least mean squares approach with applications in transmission / Odile Macchi.
Published by
  1. Chichester : Wiley, [1995], ©1995.
Author
  1. Macchi, Odile.

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Details

Description
  1. xix, 456 pages : illustrations; 25 cm
Alternative title
  1. Adaptive processing with applications in transmission
Subject
  1. Signals > Processing
  2. Adaptive filters > Mathematical models
  3. Adaptive signal processing > Mathematics
Contents
  1. Pt. 1. The LMS Theory of Adaptive Transversal Filters -- 1. Introduction - the optimal filter. 2. Adaptivity and recursivity. 3. The LMS case with independent input vectors. 4. A realistic model to prove convergence. 5. The transient error and the speed of convergence [actual symbol not reproducible]. 6. Fluctuations in the steady state and misadjustment -- Pt. 2. Implementation Considerations. 7. Complexity and precision of the LMS algorithm. 8. The simplified sign algorithms -- Pt. 3. Tracking the Time Variations. 9. Adaptive filtering in the presence of time variations. 10. Tracking bounded time variations. 11. Tracking random time variations. 12. The digital phase tracking loop -- Pt. 4. Adaptive Recursive Filters. 13. Recursive filtering and prediction in transmission. 14. LMS recursive predictors. 15. Stability of adaptive algorithms -- 16. Conclusion.
Owning institution
  1. Columbia University Libraries
Note
  1. Requested title: Adaptive processing with applications in transmission.
Bibliography (note)
  1. Includes bibliographical references and index.