Adaptive Fuzzy Output-Feedback Predefined-Time Control of Nonlinear Switched Systems With Admissible Edge-Dependent Average Dwell Time

被引:26
|
作者
Zeng, Danping [1 ,2 ]
Liu, Zhi [1 ,2 ]
Chen, C. L. Philip [3 ]
Zhang, Yun [1 ,2 ]
Wu, Zongze [1 ,2 ]
机构
[1] Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
[2] Guangdong Hong Kong Macao Joint Lab Smart Discrete, Guangzhou 510006, Peoples R China
[3] Guangdong Hong Kong Macao Joint Lab Smart Discrete, Sch Comp Sci & Engn, Hong Kong 510006, Guangdong, Peoples R China
关键词
Control systems; Switched systems; Switches; Adaptive systems; Adaptive control; Observers; Lyapunov methods; Adaptive fuzzy control; admissible edge-dependent average dwell time; predefined time; prescribed time; switched systems; NEURAL-CONTROL; LINEAR-SYSTEMS; STABILIZATION; APPROXIMATION; STABILITY; CONSENSUS; NETWORKS; TRACKING; DESIGN; POWERS;
D O I
10.1109/TFUZZ.2022.3174907
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 adaptive fuzzy output-feedback predefined-time control of nonlinear switched systems with an admissible edge-dependent average dwell time. Different from most of the existing results on neural or fuzzy adaptive finite/fixed-time tracking control of switched systems, where the tracking error goes to a small neighborhood of the origin within finite time, the proposed one can ensure the output tracking error to reach user-defined accuracy within predefined time, which can be arbitrarily preassigned by the designers. Technically, based on the mode-dependent fuzzy state observer, an adaptive output-feedback predefined-time controller is constructed by incorporating a new state-scale transformation function into the barrier Lyapunov function, ensuring predefined transient behavior and tracking accuracy. Besides, by extending the adaptive control problem to the admissible edge-dependent average dwell time framework, the proposed adaptive control scheme can guarantee that all the closed-loop signals are bounded under switching signals with an admissible edge-dependent average dwell time property. It is less conservative than the average dwell time and mode-dependent average dwell time. Finally, two illustrative examples validate the performance of the method presented.
引用
收藏
页码:5337 / 5350
页数:14
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