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Leaderless consensus seeking in multi-agent systems under multiplicative measurement noises and switching topologies

机译:在乘法测量噪声和开关拓扑下的多智能体系统中寻求无领导的共识

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In this paper, we present a distributed leaderless consensus protocol for continuous time single-integrator multi-agent systems with multiplicative measurement noises in time-varying topologies. The consensus has been proved to achieve mean square convergence under restricted conditions on the network topology than those established in the literature for the same problem. That is in our study, the topology is required to have a spanning tree between any two consecutive switching times and no need to be balanced. The analysis followed here is based mainly on graph theory, stochastic tools, and some results about the stability of switching systems. At the end of the paper, some numerical simulations have been derived to demonstrate the effectiveness of our approach.
机译:在本文中,我们为时变拓扑中具有乘法测量噪声的连续时间单集成多主体系统提供了一种分布式无领导者共识协议。与文献中针对相同问题建立的共识相比,已证明该共识可以在受限条件下在网络拓扑上实现均方收敛。也就是说,在我们的研究中,要求拓扑在任何两个连续的切换时间之间都具有生成树,而无需进行平衡。此处进行的分析主要基于图论,随机工具以及有关交换系统稳定性的一些结果。在本文的最后,已得到一些数值模拟以证明我们方法的有效性。

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