Fuzzy Adaptive Control Design Strategy of Nonlinear Switched Large-Scale Systems

被引:96
作者
Li, Yongming [1 ]
Tong, Shaocheng [1 ]
机构
[1] Liaoning Univ Technol, Coll Sci, Jinzhou 121001, Peoples R China
来源
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2018年 / 48卷 / 12期
基金
中国国家自然科学基金;
关键词
Adaptive fuzzy control; nonstrict-feedback form; output-feedback control; stability analysis; switched large-scale systems; OUTPUT-FEEDBACK CONTROL; DYNAMIC SURFACE CONTROL; TRACKING CONTROL; DECENTRALIZED CONTROL; STABILIZATION; MANIPULATORS;
D O I
10.1109/TSMC.2017.2703127
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The decentralized adaptive fuzzy control problem for switched nonstrict-feedback nonlinear large-scale systems is investigated in this paper. Fuzzy logic systems are adopted to identify the unknown nonlinear system functions and unknown interconnected nonlinearities. A linear state observer is designed to solve the problem of unmeasured states, and a new observer-based output-feedback decentralized control scheme is developed based on adaptive fuzzy control principle and bacsktepping design technique. The proposed control strategy not only solves the control design problem of more general form nonlinear switched systems in nonstrict-feedback form, but also does not require the switched signals to meet the restriction of average dwell time. The stability of fuzzy control systems under arbitrary switchings is proven based on the common Lyapunov function method. Simulation results of numerical examples are presented to further demonstrate the effectiveness of the proposed control strategy.
引用
收藏
页码:2209 / 2218
页数:10
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