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Reaching a Consensus in a Dynamically Changing Environment:Convergence Rates, Measurement Delays and Asynchronous Events

机译:在动态变化的环境中达成共识:收敛速率,测量延迟和异步事件

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摘要

This paper uses recently established properties of compositions of directed graphs together with results from the theory of nonhomogeneous Markov chains to derive worst case convergence rates for the headings of a group of mobile autonomous agents which arise in connection with the widely studied Vicsek consensus problem. The paper also uses graph-theoretic constructions to solve modified versions of the Vicsek problem in which there are measurement delays, asynchronous events, or a group leader. In all three cases the conditions under which consensus is achieved prove to be almost the same as the conditions under which consensus is achieved in the synchronous, delay-free, leaderless case. Key words: cooperative control, graph theory, switched systems, convergence rates, delays, asynchronism
机译:本文利用最近建立的有向图的组合性质以及非齐次马尔可夫链理论的结果,得出与广泛研究的Vicsek共识问题有关的一组移动自主主体的标题的最坏情况收敛速度。本文还使用图论构造来解决Vicsek问题的修改版本,其中存在测量延迟,异步事件或组长。在这三种情况下,事实证明,达成共识的条件与在同步,无延迟,无领导者的情况下达成共识的条件几乎相同。关键词:协同控制;图论;交换系统;收敛速度;时滞;异步

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