Adaptive Fuzzy Fixed-Time Tracking Control for Nonlinear Systems With Time-Varying Full-State Constraints and Actuator Hysteresis

被引:24
|
作者
Wang, Huanqing [1 ]
Shen, Liya [1 ]
机构
[1] Bohai Univ, Sch Math Sci, Jinzhou 121000, Peoples R China
基金
中国国家自然科学基金;
关键词
Hysteresis; Nonlinear systems; Time-varying systems; Actuators; Fuzzy control; Uncertainty; Lyapunov methods; Actuator hysteresis; adaptive fuzzy control; fixed-time control; nonlinear systems; time-varying full-state constraints; OUTPUT-FEEDBACK CONTROL; BACKSTEPPING CONTROL; STABILIZATION;
D O I
10.1109/TFUZZ.2022.3200457
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article investigates the problem of adaptive fuzzy fixed-time control for a class of nonlinear systems subject to time-varying full-state constraints and actuator hysteresis. The fuzzy logic systems (FLSs) are employed to approximate the unknown nonlinear dynamics. A tan-type nonlinear mapping (NM) approach is used to solve the control problem of nonlinear systems with full-state constraints. The actuator hysteresis nonlinearities are expressed by differential equations with unknown parameters and combining the adaptive backstepping control technique with the fixed-time stability theory, an adaptive fuzzy fixed-time control method is presented. The proposed control scheme can guarantee the boundedness of all signals in the closed-loop system without violating the state constraints, and the output can accurately track the desired signals in a fixed time. Finally, the feasibility of the presented algorithm is verified by simulation results.
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页码:1352 / 1361
页数:10
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