Téléchargez le livre : Trends and Progress in System Identification

Trends and Progress in System Identification

Ifac Series for Graduates, Research Workers & Practising Engineers de

Éditeur :

Pergamon


Paru le : 2014-05-20

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Description
Trends and Progress in System Identification is a three-part book that focuses on model considerations, identification methods, and experimental conditions involved in system identification. Organized into 10 chapters, this book begins with a discussion of model method in system identification, citing four examples differing on the nature of the models involved, the nature of the fields, and their goals. Subsequent chapters describe the most important aspects of model theory; the ""classical"" methods and time series estimation; application of least squares and related techniques for the estimation of dynamic system parameters; the maximum likelihood and error prediction methods; and the modern development of statistical methods. Non-parametric approaches, identification of nonlinear systems by piecewise approximation, and the minimax identification are then explained. Other chapters explore the Bayesian approach to system identification; choice of input signals; and choice and effect of different feedback configurations in system identification. This book will be useful for control engineers, system scientists, biologists, and members of other disciplines dealing withdynamical relations.
Pages
418 pages
Collection
n.c
Parution
2014-05-20
Marque
Pergamon
EAN papier
9780080256832
EAN PDF SANS DRM
9781483148663
Informations sur l'ebook
Prix
57,97 €

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