Dynamic surface error constrained adaptive fuzzy output feedback control for switched nonlinear systems with unknown dead zone

被引:16
|
作者
Zhang, Lili [1 ,2 ]
Yang, Guang-Hong [1 ,2 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China
[2] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110819, Peoples R China
关键词
Switched nonlinear systems; Prescribed performance; Average dwell time; Unknown dead zone; DSC; NEURAL-CONTROL; TRACKING CONTROL; DESIGN; STABILIZATION; NETWORKS; FORM;
D O I
10.1016/j.neucom.2016.03.028
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates the adaptive fuzzy output-feedback dynamic surface control (DSC) approach with prescribed performance for a class of uncertain switched nonlinear systems with unknown dead-zone. In this research, fuzzy logic systems are used to identify the unknown nonlinear functions, a fuzzy switched state observer is established to observe the unmeasured states. Based on DSC backstepping control design technique and incorporated by the predefined performance theory and the average dwell time method, a new adaptive fuzzy output-feedback control method is developed. It is proved that the proposed control approach can ensure that all the signals of the resulting closed-loop system are bounded, and the tracking errors are within the prescribed performance bounds for all times. Simulation studies illustrate the effectiveness of the proposed approach. (C) 2016 Elsevier B.V. All rights reserved.
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页码:128 / 136
页数:9
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