Adaptive Fixed-Time Event-Triggered Fuzzy Control for Time-Delay Nonlinear Systems With Disturbances and Quantization

被引:20
|
作者
Liu, Wenhui [1 ,2 ]
Ma, Qian [2 ]
Lu, Yuan [1 ]
Xu, Shengyuan [2 ]
机构
[1] Nanjing Normal Univ, Sch Elect & Automat Engn, Nanjing 210023, Peoples R China
[2] Nanjing Univ Sci & Technol, Sch Automat, Nanjing 210094, Peoples R China
基金
中国国家自然科学基金;
关键词
nonlinear systems; time delay; Adaptive fuzzy control; fixed-time control; TRACKING CONTROL; DESIGN;
D O I
10.1109/TFUZZ.2023.3238410
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This work investigates the adaptive fixed-time disturbance rejection control issue for a class of time-delay nonlinear systems subject to event-triggered and quantized input signals. First, a disturbance observer is proposed to promote the controller design. Compared with the related disturbance observer design, the observer designed in this article can be used to construct the fixed-time control scheme. Then, combined with the backstepping technique and fuzzy logic systems, an adaptive fuzzy event-triggered and quantized fixed-time control scheme is designed. Moreover, to deal with the unknown time delays, the Lyapunov-Krasovskii functional method is utilized to achieve the system stability. The proposed control algorithm reduces the transmission burden of the data channel with a new combined event-based sampling and quantization and improves the robustness of the time-delay nonlinear system. Finally, a numerical example and a practical example are given to validate the feasibility of the control scheme.
引用
收藏
页码:2848 / 2860
页数:13
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