DocumentCode
2717857
Title
Discrete-time neural control without projection for a class of nonlinear systems
Author
Yu, Wen ; Li, XiaoOu
Author_Institution
Dept. de Control Automatico, CINVESTAV-IPN, Mexico City, Mexico
fYear
2010
fDate
8-10 Sept. 2010
Firstpage
1504
Lastpage
1508
Abstract
Normal neural control requires projection to avoid control input goes to infinity. In this paper we use discrete-time passivity technique to obtain a new controller, which does not use projection modification. Although passivity concept has been applied to neural control previously by many authors, but this paper gives an absolutely new control. Because of its simple structure, this neural control will have wide application future.
Keywords
discrete time systems; neurocontrollers; nonlinear control systems; discrete time neural control; discrete time passivity technique; neural control; nonlinear systems; projection modification; Artificial neural networks; Nonhomogeneous media; Nonlinear systems; Recurrent neural networks; Robustness; Stability analysis; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control (ISIC), 2010 IEEE International Symposium on
Conference_Location
Yokohama
ISSN
2158-9860
Print_ISBN
978-1-4244-5360-3
Electronic_ISBN
2158-9860
Type
conf
DOI
10.1109/ISIC.2010.5612900
Filename
5612900
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