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Resilient Consensus for Multi-agent Networks with Mobile Detectors

机译:具有移动检测器的多智能体网络的弹性共识

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摘要

This paper investigates the problem of resilient consensus for multi-agent systems under malicious attacks. Compared with most of existing works, a more flexible network topology scheme is considered, where a kind of specific agents as the mobile detectors and builders of network robustness are adopted. Specifically, the mobile agents can perceive the message of their nearby agents in the dynamic network, and acquire both in-degree and state information of each node as characteristics to judge the network state as well as communication links between nodes. It is shown that even in poor network robustness, the non-faulty agents can still achieve a consensus in finite time with the help of mobile agents. Finally, the simulation results show the effectiveness of the proposed method.
机译:本文研究了恶意攻击下多代理系统的弹性共识问题。与大多数现有工作相比,考虑了一种更灵活的网络拓扑方案,其中采用了一种特定的代理作为网络鲁棒性的移动检测器和构建器。具体而言,移动代理可以感知动态网络中其附近代理的消息,并获取每个节点的度和状态信息作为特征来判断网络状态以及节点之间的通信链路。结果表明,即使在网络健壮性较差的情况下,非故障代理仍可以在有限时间内借助移动代理达成共识。最后,仿真结果表明了该方法的有效性。

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