Event-Based Predefined-Time Fuzzy Formation Control for Nonlinear Multiagent Systems With Unknown Disturbances

被引:0
|
作者
Ren, Dejie [1 ]
Liu, Yan-Jun [2 ]
Lan, Jie [2 ]
机构
[1] Liaoning Univ Technol, Coll Elect Engn, Jinzhou 121001, Peoples R China
[2] Liaoning Univ Technol, Coll Sci, Jinzhou 121001, Peoples R China
关键词
Convergence; Formation control; Disturbance observers; Fuzzy systems; Tuning; Multi-agent systems; Vectors; fuzzy control; predefined-time control; state-based event-triggered control (ETC);
D O I
10.1109/TFUZZ.2024.3376750
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this article, for a class of uncertain nonlinear multiagent systems (MASs) with external disturbances, it investigates adaptive state-based event-triggered predefined-time fuzzy formation control protocol. In order to decrease the hardware requirements of the systems and the interaction between agents, the protocol adopts the state-based event-triggered mechanism (ETM). Compared with most output-triggered mechanisms, the mechanism can reduce the computation and transmission load more effectively, and requires less information interaction. The fuzzy logic systems and distributed disturbance observer are used respectively to handle uncertain nonlinear functions and external disturbances in MASs. Furthermore, considering the convergence rate of the closed-loop system, a predefined-time tuning function is introduced to preset the system stabilization time. Considering the problem of decreasing the computational complexity, the dynamic surface control technique is introduced. The stability of the controlled system is analyzed by Lyapunov function theory. Finally, the feasibility and effectiveness of the control strategy are validated by the simulation.
引用
收藏
页码:3497 / 3507
页数:11
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