An Introduction to Identification - Couverture souple

Norton, J. P.

Couverture souple

ISBN 10 : 0486469352 ISBN 13 : 9780486469355

Editeur : Dover Publications Inc., 2009

Synopsis

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."

Détails de l'édition

• Éditeur: Dover Publications Inc.
• Date d'édition: 2009
• Langue: anglais
• ISBN 10: 0486469352
• ISBN 13: 9780486469355
• Reliure: Broché
• Nombre de pages: 320
• Coordonnées du fabricant: non disponible