多智能体系统
共识
计算机科学
网络拓扑
协议(科学)
节点(物理)
拓扑(电路)
分布式计算
集合(抽象数据类型)
控制理论(社会学)
一致共识
数学优化
控制(管理)
数学
计算机网络
工程类
人工智能
医学
组合数学
病理
结构工程
程序设计语言
替代医学
作者
Guanghui Wen,Zhisheng Duan,Wei Ren,Guanrong Chen
摘要
Without assuming that the mobile agents can communicate with their neighbors all the time, the consensus problem of multi-agent systems with general linear node dynamics and a fixed directed topology is investigated. To achieve consensus, a new class of distributed protocols designed based only on the intermittent relative information are presented. By using tools from matrix analysis and switching systems theory, it is theoretically shown that the consensus in multi-agent systems with a periodic intermittent communication and directed topology containing a spanning tree can be cast into the stability of a set of low-dimensional switching systems. It is proved that there exists a protocol guaranteeing consensus if each agent is stabilizable and the communication rate is larger than a threshold value. Furthermore, a multi-step intermittent consensus protocol design procedure is provided. The consensus algorithm is then extended to solve the formation control problem of linear multi-agent systems with intermittent communication constraints as well as the consensus tracking problem with switching directed topologies. Finally, some numerical simulations are provided to verify the effectiveness of the theoretical results. Copyright © 2013 John Wiley & Sons, Ltd.
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