System Identification and Adaptive Control

System Identification and Adaptive Control

Springer-Verlag New York Inc.

09/2021

500

Dura

Inglês

9781461432029

15 a 20 dias

Descrição não disponível.
Part I: Systems Indentification.- Introduction.- Signal and System Models.- Nonparametric Identification Methods.- Least Squares Theory.- Input Signals, Persistent Excitation, and Model Parametrizations.- System Identification by Least Squares and Generalized Least Squares.- Recursive Estimation.- Instrumental Variable Method.- Prediction Error Method.- Model Validation.- Part II: Adaptive Control.- System Identification and Adaptive Control.- Model Reference Adaptive Control.- Self Tuning Regulator.- Adaptive Pole Placement.- Adaptive Observer.- Robust Adaptive Control.
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