Research Catalog

Adaptive signal processing algorithms : stability and performance

Title
  1. Adaptive signal processing algorithms : stability and performance / Victor Solo, Xuan Kong.
Published by
  1. Englewood Cliffs, N.J. : Prentice Hall, 1995.
Author
  1. Solo, Victor.

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Details

Additional authors
  1. Kong, Xuan.
Description
  1. xxi, 377 pages : illustrations; 24 cm.
Summary
  1. This comprehensive volume explores the analysis of the behavior (stability and performance) of adaptive signal processing (ASP) algorithms. Authors Victor Solo and Xuan Kong discuss general methods of both algorithm construction and algorithm analysis. They introduce ASP through its applications, show how to construct ASP algorithms, and provide a detailed global stability and performance analysis in the presence of time varying parameters in both deterministic and stochastic settings.
  2. Adaptive Signal Processing Algorithms: explores deterministic stability analysis by means of averaging methods; covers blind equalization; utilizes simulation throughout to amplify theoretical and practical points; lists additional references for each chapter for those who wish to pursue a specific topic in more depth than is provided. In addition, this is the first book of its type to treat time varying parameters.
Series statement
  1. Prentice-Hall information and system sciences series
Uniform title
  1. Prentice-Hall information and system sciences series.
Subject
  1. Adaptive signal processing > Mathematics
  2. Adaptive filters > Mathematical models
Contents
  1. 1. Introduction -- 2. Offline Analysis -- 3. Iterative Minimization -- 4. Algorithm Construction -- 5. Algorithm Analysis: Gaussian White Noise Setting -- 6. Algorithm Analysis: Deterministic Global Theory -- 7. Deterministic Averaging: Single Time Scale -- 8. Deterministic Averaging: Mixed Time Scale -- 9. Stochastic Averaging: Single Time Scale -- 10. Stochastic Averaging: Mixed Time Scale -- App. A: Review of Matrix Analysis -- App. B: Stochastic Signals and Systems Review -- App. C: Deterministic Signals and Systems Review -- App. D: Mathematical Analysis Review -- App. E: Probability Review.
Owning institution
  1. Columbia University Libraries
Bibliography (note)
  1. Includes bibliographical references (p. 363-369) and index.