有向图
数学
平方(代数)
均方
GSM演进的增强数据速率
多智能体系统
控制理论(社会学)
有向图
组合数学
计算机科学
控制(管理)
应用数学
人工智能
几何学
作者
Beibei Chang,Chuanxi Zhu
标识
DOI:10.1016/j.amc.2022.127210
摘要
• The mean square exponential stability is investigated for stochastic nonlinear MASs. • A new edge-based dynamic ETC mechanism is designed, which can reduce the frequency of event triggering, save communication resources, and communicate asynchronously among neighbors. • The communication topology can be directed. This paper focuses on the problem of mean square consensus for stochastic multi-agent systems. A new asynchronous edge-based dynamic event-triggered control protocol based on directed edges is designed. Using this event-triggered control protocol can reduce the frequency of event-triggered, save communication resources and avoid Zeno behavior. Since events on different edges occur independently of each other, there is no need for clock synchronization among neighbors. Besides, we relax the constraints on the communication topology of multi-agent systems by limiting it only to a weight-balanced digraph containing a directed spanning tree. In addition, the stochastic multi-agent systems can reach mean square consensus exponentially. Finally, this paper illustrates the effectiveness of the proposed asynchronous edge-based dynamic event-triggered control protocol by a simulation example.
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