Adaptive Filtering Prediction and Control - Couverture souple

Goodwin, Graham C; Bodson, Marc

Couverture souple

ISBN 10 : 0486469328 ISBN 13 : 9780486469324

Editeur : Dover Publications Inc., 2009

Synopsis

This unified survey of the theory of adaptive filtering, prediction, and control focuses on linear discrete-time systems and explores the natural extensions to nonlinear systems. In keeping with the importance of computers to practical applications, the authors emphasize discrete-time systems. Their approach summarizes the theoretical and practical aspects of a large class of adaptive algorithms.
Ideal for advanced undergraduate and graduate classes, this treatment consists of two parts. The first section concerns deterministic systems, covering models, parameter estimation, and adaptive prediction and control. The second part examines stochastic systems, exploring optimal filtering and prediction, parameter estimation, adaptive filtering and prediction, and adaptive control. Extensive appendices offer a summary of relevant background material, making this volume largely self-contained. Readers will find that these theories, formulas, and applications are related to a variety of fields, including biotechnology, aerospace engineering, computer sciences, and electrical engineering.

A propos du livre

À propos de l?auteur

Graham C. Goodwin is Laureate Professor of Electrical Engineering at the University of Newcastle, Australia. Kwai Sang Sin is also affiliated with the Department of Electrical Engineering at the University of Newcastle.

Détails de l'édition

• Éditeur: Dover Publications Inc.
• Date d'édition: 2009
• Langue: anglais
• ISBN 10: 0486469328
• ISBN 13: 9780486469324
• Reliure: Broché
• Nombre de pages: 560
• Coordonnées du fabricant: non disponible
• Personne responsable: Soc. Agr. La Raia Ss; http://www.la-raia.it; ; Strada Monterotondo, 79; Novi Ligure; 15067; Italie