Fixed-Time Fuzzy Control for Uncertain Nonlinear Systems With Prescribed Performance and Event-Triggered Communication

被引:7
|
作者
Wang, Chen [1 ]
Guo, Qing [1 ]
Wang, Jianhui [2 ]
Liu, Zhi [3 ]
Chen, C. L. Philip [4 ]
机构
[1] Univ Elect Sci & Technol China, Sch Aeronaut & Astronaut, Chengdu 611731, Peoples R China
[2] Guangzhou Univ, Sch Mech & Elect Engn, Guangzhou 510006, Peoples R China
[3] Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
[4] South China Univ Technol, Sch Comp Sci & Engn, Guangzhou 510006, Peoples R China
基金
中国国家自然科学基金;
关键词
Convergence; Control systems; Backstepping; Vectors; Nonlinear dynamical systems; Estimation error; Consensus control; Fixed-time control; prescribed performance; event-triggered mechanism; fuzzy logic systems; ADAPTIVE-CONTROL; STABILIZATION; DESIGN; DELAY;
D O I
10.1109/TCSI.2024.3371050
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A fixed-time fuzzy control (FTFC) scheme is suggested for uncertain nonlinear systems with prescribed performance (PP) and event-triggered communication. First, the original system with PP constraints is transformed into an unconstrained one using a coordinate transformation. Next, fuzzy logic systems (FLSs) are introduced to estimate the uncertain nonlinear functions, and an event-triggered mechanism (ETM) is designed to reduce the update frequency of the control signal. Then, a fixed-time fuzzy controller is proposed to ensure that the tracking error converges within a fixed time. Rigorous theoretical analysis shows that the proposed control scheme can achieve the fixed-time convergence of the tracking error according to the PP requirement. At the same time, communication resources are saved compared to traditional time-triggered control methods. Finally, the validity of the theoretical results is verified by simulation results.
引用
收藏
页码:2362 / 2371
页数:10
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