Identification and Stochastic Adaptive Control

Name: Identification and Stochastic Adaptive Control
Brand: Springer-Verlag New York Inc.
SKU: 9781461267560
Price: 468.34 PLN
Availability: InStock

Autor: Han-fu Chen, Lei Guo

Język:

Oprawa: Miękka

Wydawca: Springer-Verlag New York Inc.

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Identifying the input-output relationship of a system or discovering the evolutionary law of a signa...

Informacje o książce

Autor

Han-fu Chen, Lei Guo

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2012

strony

435

EAN

9781461267560

ISBN

1461267560

Enbook ID

02010736

Wydawca

Springer-Verlag New York Inc.

Waga

688

Wymiary

155 x 235 x 25

Pełny opis

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.

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