An Introduction to Identification (Dover Books on Electrical Engineering) - Softcover

Norton, J. P.

 
9780486469355: An Introduction to Identification (Dover Books on Electrical Engineering)
Softcover
ISBN 10: 0486469352 ISBN 13: 9780486469355
Verlag: Dover Publications Inc., 2009

Inhaltsangabe

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.

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Verlag
Dover Publications Inc.
Erscheinungsdatum
2009
Sprache
Englisch
ISBN 10 
0486469352
ISBN 13 
9780486469355
Einband
Taschenbuch
Anzahl der Seiten
320
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Soc. Agr. La Raia Ss
http://www.la-raia.it

Strada Monterotondo, 79
Novi Ligure
15067
Italien

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