Adaptive Fuzzy Practical Fixed-Time Tracking Control of Nonlinear Systems

被引:286
|
作者
Chen, Ming [1 ]
Wang, Huanqing [2 ]
Liu, Xiaoping [3 ]
机构
[1] Univ Sci & Technol Liaoning, Sch Elect & Informat Engn, Anshan 14051, Peoples R China
[2] Bohai Univ, Dept Math, Jinzhou 121013, Peoples R China
[3] Lakehead Univ, Dept Elect Engn, Thunder Bay, ON P7B 5E1, Canada
基金
中国国家自然科学基金;
关键词
Convergence; Backstepping; Fuzzy logic; Adaptive systems; Nonlinear systems; Closed loop systems; Lyapunov methods; Adaptive control; backstepping algorithm; fuzzy logic control; practical fixed-time control; FINITE-TIME; STABILIZATION; SPACECRAFT; MOTOR;
D O I
10.1109/TFUZZ.2019.2959972
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 an adaptive practical fixed-time control strategy for the output tracking control of a class of strict feedback nonlinear systems. By utilizing a backstepping algorithm, finite-time Lyapunov stable theory, and fuzzy logic control, a novel adaptive practical fixed-time controller is constructed. Fuzzy logic systems are introduced to approximate the unknown items of the system. Theoretical analysis proves that under the presented control strategy, the closed-loop system is practically fixed-time stable, and the tracking error converges to a small neighborhood of the origin within a fixed-time interval, in which the convergence time has no connection with the initial states of the system. In the meantime, all the signals of the closed-loop system are bounded. Finally, a numerical example is presented to indicate the feasibility and effectiveness of the proposed method.
引用
收藏
页码:664 / 673
页数:10
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