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基于不同拓扑结构的一般线性多智能体系统领导者跟随一致性的事件触发方案。

Event-Triggered Schemes on Leader-Following Consensus of General Linear Multiagent Systems Under Different Topologies.

出版信息

IEEE Trans Cybern. 2017 Jan;47(1):212-223. doi: 10.1109/TCYB.2015.2510746. Epub 2015 Dec 31.

Abstract

This paper investigates the leader-following consensus for multiagent systems with general linear dynamics by means of event-triggered scheme (ETS). We propose three types of schemes, namely, distributed ETS (distributed-ETS), centralized ETS (centralized-ETS), and clustered ETS (clustered-ETS) for different network topologies. All these schemes guarantee that all followers can track the leader eventually. It should be emphasized that all event-triggered protocols in this paper depend on local information and their executions are distributed. Moreover, it is shown that such event-triggered mechanism can significantly reduce the frequency of control's update. Further, positive inner-event time intervals are assured for those cases of distributed-ETS, centralized-ETS, and clustered-ETS. In addition, two methods are proposed to avoid continuous communication between agents for event detection. Finally, numerical examples are provided to illustrate the effectiveness of the ETSs.

摘要

本文通过事件触发方案(ETS)研究了具有一般线性动态的多智能体系统的领导跟随一致性问题。我们提出了三种方案,即分布式 ETS(distributed-ETS)、集中式 ETS(centralized-ETS)和聚类 ETS(clustered-ETS),适用于不同的网络拓扑结构。所有这些方案都保证了所有跟随者最终都可以跟踪领导者。应该强调的是,本文中的所有事件触发协议都依赖于局部信息,并且它们的执行是分布式的。此外,结果表明,这种事件触发机制可以显著降低控制更新的频率。进一步,对于分布式 ETS、集中式 ETS 和聚类 ETS 的情况,保证了正的内部事件时间间隔。此外,提出了两种方法来避免事件检测过程中代理之间的连续通信。最后,提供了数值示例来说明 ETS 的有效性。

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