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Adaptive Filtering Prediction and Control
Contributor(s): Goodwin, Graham C. (Author), Sin, Kwai Sang (Author)

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ISBN: 0486469328     ISBN-13: 9780486469324
Publisher: Dover Publications
OUR PRICE: $26.55  

Binding Type: Paperback - See All Available Formats & Editions
Published: May 2009
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Annotation: This unified survey 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. 1984 edition.

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Additional Information
BISAC Categories:
- Science | System Theory
Dewey: 003
LCCN: 2008044586
Series: Dover Books on Electrical Engineering
Physical Information: 1.09" H x 6.51" W x 9.27" L (1.68 lbs) 560 pages
Features: Bibliography, Illustrated, Index, Table of Contents
 
Descriptions, Reviews, Etc.
Publisher Description:
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.
 
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