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Adaptation and Learning in Control and Signal Processing 2001 by S. Bittanti
Adaptation and Learning in Control and Signal Processing 2001 by S. Bittanti
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Adaptation and Learning in Control and Signal Processing 2001

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Description

In control and signal processing, adaptation is a natural tool to cope with real-time changes in the dynamical behaviour of signals and systems. In this area, strongly connected with prediction and identification, there has been an increasing interest in switching and supervising methods. Moreover, special attention has been paid to the ideas evolving round the theory of statistical learning as a potential tool of improved adaptation. The IFAC workshop on Adaptation and Learning in Control and Signal Processing in 2001 gathered together experts in the field and interested researchers from universities and industry to present a full picture of the area. This proceedings volume presents papers covering the following subjects: Model reference and predictive control; Multiple model control; Adaptive control I/II; Adaptive control and learning; Learning; Adaptive control of nonlinear systems I/II; Supervisory control; Neural networks for control; PID design methods; Sliding mode; Adaptive filtering and estimation; Identification methods I/II.
Release date NZ
September 19th, 2002
Author
Audience
  • Professional & Vocational
Country of Publication
United Kingdom
Imprint
Pergamon Press
Pages
502
Publisher
Elsevier Science & Technology
Dimensions
298x210x26
ISBN-13
9780080436838
Product ID
2370006

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