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Adaptive Filtering Prediction and Control
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Adaptive Filtering Prediction and Control Paperback - 2009

by Graham C. Goodwin; Kwai Sang Sin


From the publisher

This unified survey of the theory of adaptive filtering, prediction, and control focuses on linear discrete-time systems and explores the natural extensions to nonlinear systems. In keeping with the importance of computers to practical applications, the authors emphasize discrete-time systems. Their approach summarizes the theoretical and practical aspects of a large class of adaptive algorithms.
Ideal for advanced undergraduate and graduate classes, this treatment consists of two parts. The first section concerns deterministic systems, covering models, parameter estimation, and adaptive prediction and control. The second part examines stochastic systems, exploring optimal filtering and prediction, parameter estimation, adaptive filtering and prediction, and adaptive control. Extensive appendices offer a summary of relevant background material, making this volume largely self-contained. Readers will find that these theories, formulas, and applications are related to a variety of fields, including biotechnology, aerospace engineering, computer sciences, and electrical engineering.

Details

  • Title Adaptive Filtering Prediction and Control
  • Author Graham C. Goodwin; Kwai Sang Sin
  • Binding Paperback
  • Edition INTERNATIONAL ED
  • Pages 560
  • Volumes 1
  • Language ENG
  • Publisher Dover Publications
  • Date 2009-05-01
  • Illustrated Yes
  • Features Bibliography, Illustrated, Index, Table of Contents
  • ISBN 9780486469324 / 0486469328
  • Weight 1.68 lbs (0.76 kg)
  • Dimensions 9.27 x 6.51 x 1.09 in (23.55 x 16.54 x 2.77 cm)
  • Library of Congress subjects Control theory, Discrete-time systems
  • Library of Congress Catalog Number 2008044586
  • Dewey Decimal Code 003
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Adaptive Filtering Prediction and Control (Dover Books on Electrical Engineering)

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Adaptive Filtering Prediction and Control (Dover Books on Electrical Engineering)

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