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通信时延约束下的多智能体系统动态事件触发编队方法

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针对智能体通信时延和能源损耗问题,研究了带有时延和切换拓扑的二阶多智能体系统动态事件触发编队控制方法.在考虑通信时延的基础上,设计了一种动态事件触发机制,通过动态调整事件触发条件,使系统能够根据实时状态进行控制.根据该控制方法,建立了时延控制输入、切换拓扑和动态事件触发下闭环控制系统的数学模型,并利用李雅普诺夫稳定性理论和线性矩阵不等式理论证明了其稳定性.仿真结果表明,与现有方法相比,所提方法可以避免大量的触发,节约了网络资源,并提高了多智能体系统的收敛性能.
A Dynamic Event Triggering Formation Method for Multi-agent Systems Under Communication Delay Constraints
To solve the problems of communication delay and energy loss of agents,a dynamic event triggering formation control method for second-order multi-agent systems with delay and switching topology is investigated.Considering the communication delay,a dynamic event triggering mechanism is designed to enable the system to be controlled according to the real-time state by dynamically adjusting the event triggering conditions.According to this control method,the mathematical model of the closed-loop control system under the delay control input,switching topology and dynamic event triggering is established,and its stability is proved by using Lyapunov stability theory and linear matrix inequality theory.Compared with the existing method,simulation results show that the proposed method can avoid a lot of triggers,save network resources,and improve the convergence performance of the multi-agent system.

Multi-agent systemswitch topologydelayleaderdynamic event triggering

杨自钦、夏长清、刘玉奇、金曦、许驰

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沈阳理工大学 自动化与电气工程学院,辽宁 沈阳 110159

中国科学院网络化控制系统重点实验室,辽宁 沈阳 110169

中国科学院沈阳自动化研究所,辽宁 沈阳 110169

中国科学院中国科学院机器人与智能制造创新研究院,辽宁 沈阳 110169

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多智能体系统 切换拓扑 时延 领导者 动态事件触发

2025

控制工程
东北大学

控制工程

北大核心
影响因子:0.749
ISSN:1671-7848
年,卷(期):2025.32(1)