Identification and Stochastic Adaptive Control

Identification and Stochastic Adaptive Control
Author :
Publisher : Springer Science & Business Media
Total Pages : 436
Release :
ISBN-10 : 9781461204299
ISBN-13 : 1461204291
Rating : 4/5 (99 Downloads)

Book Synopsis Identification and Stochastic Adaptive Control by : Han-fu Chen

Download or read book Identification and Stochastic Adaptive Control written by Han-fu Chen and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Identifying the input-output relationship of a system or discovering the evolutionary law of a signal on the basis of observation data, and applying the constructed mathematical model to predicting, controlling or extracting other useful information constitute a problem that has been drawing a lot of attention from engineering and gaining more and more importance in econo metrics, biology, environmental science and other related areas. Over the last 30-odd years, research on this problem has rapidly developed in various areas under different terms, such as time series analysis, signal processing and system identification. Since the randomness almost always exists in real systems and in observation data, and since the random process is sometimes used to model the uncertainty in systems, it is reasonable to consider the object as a stochastic system. In some applications identification can be carried out off line, but in other cases this is impossible, for example, when the structure or the parameter of the system depends on the sample, or when the system is time-varying. In these cases we have to identify the system on line and to adjust the control in accordance with the model which is supposed to be approaching the true system during the process of identification. This is why there has been an increasing interest in identification and adaptive control for stochastic systems from both theorists and practitioners.


Identification and Stochastic Adaptive Control Related Books

Identification and Stochastic Adaptive Control
Language: en
Pages: 436
Authors: Han-fu Chen
Categories: Science
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Identifying the input-output relationship of a system or discovering the evolutionary law of a signal on the basis of observation data, and applying the constru
Stochastic Systems
Language: en
Pages: 371
Authors: P. R. Kumar
Categories: Mathematics
Type: BOOK - Published: 2015-12-15 - Publisher: SIAM

DOWNLOAD EBOOK

Since its origins in the 1940s, the subject of decision making under uncertainty has grown into a diversified area with application in several branches of engin
Stochastic Systems
Language: en
Pages: 371
Authors: P. R. Kumar
Categories: Mathematics
Type: BOOK - Published: 2015-12-15 - Publisher: SIAM

DOWNLOAD EBOOK

Since its origins in the 1940s, the subject of decision making under uncertainty has grown into a diversified area with application in several branches of engin
Adaptive Filtering Prediction and Control
Language: en
Pages: 562
Authors: Graham C Goodwin
Categories: Technology & Engineering
Type: BOOK - Published: 2014-05-05 - Publisher: Courier Corporation

DOWNLOAD EBOOK

This unified survey focuses on linear discrete-time systems and explores natural extensions to nonlinear systems. It emphasizes discrete-time systems, summarizi
System Identification and Adaptive Control
Language: en
Pages: 316
Authors: Yiannis Boutalis
Categories: Technology & Engineering
Type: BOOK - Published: 2014-04-23 - Publisher: Springer Science & Business

DOWNLOAD EBOOK

Presenting current trends in the development and applications of intelligent systems in engineering, this monograph focuses on recent research results in system