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An Introduction to Identification
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An Introduction to Identification Paperback - 2009

by J. P. Norton; Engineering

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From the publisher

Advanced undergraduates and graduate students of electrical, chemical, mechanical, and environmental engineering will appreciate this text for a course in systems identification. In addition to the theoretical basis for mathematical modeling, it covers a variety of tried-and-true identification algorithms and their applications. Moreover, its broad view and fairly modest mathematical level offer readers a quick appraisal of established methods and their limitations. In addition to surveys covering classical methods of identification including impulse, step, and sine-wave testing and identification based on correlation function, the text examines least-squares model fitting, statistical properties of estimators, optimal estimation, and Bayes and maximum-likelihood estimators. Other topics include experiment design and choice of model structure as well as model validation. Numerical examples show students how to apply the modeling theories, and a chapter on specialized topics introduces research areas."

Details

  • Title An Introduction to Identification
  • Author J. P. Norton; Engineering
  • Binding Paperback
  • Edition International ed
  • Pages 320
  • Volumes 1
  • Language ENG
  • Publisher Dover Publications
  • Publication date 2009-04-01
  • Illustrated Yes
  • Features Bibliography, Illustrated, Index
  • ISBN 9780486469355 / 0486469352
  • Weight 0.75 lbs (0.34 kg)
  • Dimensions 8.3 x 5.3 x 0.7 in (21.08 x 13.46 x 1.78 cm)
  • Category Science
  • Library of Congress subjects System identification
  • Library of Congress Catalogue Number 2009002969
  • Dewey Decimal Code 003
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