Adaptive Fuzzy Output Feedback Control for Switched Nonstrict-Feedback Nonlinear Systems With Input Nonlinearities

被引:156
|
作者
Tong, Shaocheng [1 ]
Li, Yongming [1 ]
Sui, Shuai [1 ]
机构
[1] Liaoning Univ Technol, Coll Sci, Jinzhou 121001, Peoples R China
基金
中国国家自然科学基金;
关键词
Fuzzy adaptive control; fuzzy logic systems (FLS); switched nonstrict-feedback systems; unknown dead zones; NETWORK TRACKING CONTROL; BACKSTEPPING CONTROL; NEURAL-NETWORKS; CONTROL DESIGN; ROBUST-CONTROL; STABILIZATION;
D O I
10.1109/TFUZZ.2016.2516587
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 studies adaptive fuzzy output feedback tracking control problem for nonstrict-feedback switched nonlinear systems. The switched systems under consideration contain unknown nonlinearities, unmeasured states, and unknown deadzones. Fuzzy logic systems are utilized to approximate the unknown nonlinearities, and a switched fuzzy state observer is designed, and thus, the immeasurable states are estimated via it. In the framework of observer-based output feedback control, and by using the certainty equivalence deadzone inverse, a novel adaptive fuzzy output feedback control design method with the parameters adaptation laws is developed. The stability of the closed-loop system and the convergence of the tracking error are proved based on Lyapunov function and the average dwell-time methods. Two simulation examples are provided to check the effectiveness of the proposed approach.
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页码:1426 / 1440
页数:15
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