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

Norton, J. P.

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.

Details zur Ausgabe

• 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