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Average Consensus with Asynchronous Updates and Unreliable Communication

机译:具有异步更新和不可靠通信的平均共识

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In this work we introduce an algorithm for distributed average consensus which is able to deal with asynchronous and unreliable communication systems. It is inspired by two algorithms for average consensus already present in the literature, one which deals with asynchronous but reliable communication and the other which deals with unreliable but synchronous communication. We show that the proposed algorithm is exponentially convergent under mild assumptions regarding the nodes update frequency and the link failures. The theoretical results are complemented with numerical simulations.
机译:在这项工作中,我们介绍了一种用于分布式平均共识的算法,该算法能够处理异步和不可靠的通信系统。它受到文献中已有的两种用于平均共识的算法的启发,一种用于处理异步但可靠的通信,另一种用于处理不可靠但同步的通信。我们表明,在关于节点更新频率和链路故障的温和假设下,所提出的算法是指数收敛的。理论结果与数值模拟相辅相成。

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