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Distributed consensus of multi-agent systems with general linear node dynamics and intermittent communications

机译:具有一般线性节点动力学和间歇通信的多主体系统的分布式共识

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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.
机译:在不假设移动代理可以一直与邻居通信的情况下,研究了具有一般线性节点动力学和固定有向拓扑的多代理系统的共识问题。为了达成共识,提出了仅基于间歇性相对信息设计的一类新的分布式协议。通过使用矩阵分析和交换系统理论中的工具,从理论上证明,具有周期性间歇通信和包含生成树的有向拓扑的多智能体系统中的共识可以转化为一组低维交换系统的稳定性。事实证明,如果每个代理都是稳定的,并且通信速率大于阈值,则存在一个保证共识的协议。此外,提供了一种多步骤间歇一致性协议设计过程。然后扩展共识算法以解决具有间歇性通信约束的线性多主体系统的形成控制问题以及具有切换有向拓扑的共识跟踪问题。最后,提供了一些数值模拟来验证理论结果的有效性。

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