Averaging method for consensus of fast switching multi-agent networks with communication delay

Q. Jia, W. Tang
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引用次数: 1

Abstract

This work investigates the consensus problem of a group of nonlinear agents over a fast-switching network. The communications between agents are bidirectional and time delay exists. The topology, which specifies the communications, is assumed to be switched within a finite set of topologies, reflecting a practical fast-varying network environment. Based on the Lyapunov functional stability theory and the averaging technique, a relation between the consensus condition for the time-averaged network and the studied network is established. It reveals that, when the switching frequency is high enough, the consensus of the time-averaged network induces the consensus of its counterpart. This result has been verified and illustrated by numerical simulations. It is also interesting to note that consensus is possible even when all networks are disconnected.
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具有通信延迟的快速交换多智能体网络一致性的平均方法
本文研究了一组非线性智能体在快速交换网络中的一致性问题。agent之间的通信是双向的,存在时间延迟。指定通信的拓扑假定在有限的拓扑集合内进行交换,反映了实际的快速变化的网络环境。基于Lyapunov泛函稳定性理论和平均技术,建立了时间平均网络的一致条件与所研究网络的关系。结果表明,当切换频率足够高时,时间平均网络的一致性诱导出对应网络的一致性。数值模拟验证了这一结果。同样有趣的是,即使所有网络都断开连接,也可能达成共识。
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