Event-Triggered Adaptive Fuzzy Asymptotic Tracking Control of Nonlinear Pure-Feedback Systems With Prescribed Performance

被引:51
|
作者
Hu, Xiaoyan [1 ]
Li, Yuan-Xin [2 ]
Tong, Shaocheng [2 ]
Hou, Zhongsheng [1 ]
机构
[1] Qingdao Univ, Inst Complex Sci, Qingdao 266000, Peoples R China
[2] Liaoning Univ Technol, Coll Sci, Jinzhou 110819, Peoples R China
关键词
Fuzzy logic; Backstepping; Adaptive control; Upper bound; Lyapunov methods; Convergence; Process control; Asymptotic tracking control; event-triggered control (ETC); fixed-time prescribed performance (FPP); fuzzy-logic system (FLS); nonlinear pure-feedback systems; FIXED-TIME STABILIZATION; FINITE-TIME;
D O I
10.1109/TCYB.2021.3118835
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article considers the problem of fixed-time prescribed event-triggered adaptive asymptotic tracking control for nonlinear pure-feedback systems with uncertain disturbances. The fuzzy-logic system (FLS) is introduced to deal with the unknown nonlinear functions in the system. By constructing a new type of Lyapunov function, the restrictive requirement that the upper bounds of the partial derivative of the unknown system functions need to be known is relaxed during the controller design process. At the same time, by developing a novel fixed-time performance function (FPF), the fixed-time prescribed performance (FPP) can be achieved, that is, the tracking error can converge to the neighborhood of the origin in a fixed time and finally converges to zero asymptotically. In addition, the event-triggered strategy is developed to reduce the waste of communication resources. The proposed control law can ensure that all the signals of the system are bounded. Meanwhile, the Zeno behavior can be effectively avoided. Finally, an example is provided to prove the effectiveness of the proposed scheme.
引用
收藏
页码:2380 / 2390
页数:11
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