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Finite-time consensus protocol for stochastic multi-agent systems

机译:随机多智能体系统的有限时间共识协议

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摘要

To solve the problem that the frame of finite-time consensus in probability has not been proposed, this note discusses the finite-time consensus in probability for stochastic multi-agent systems. The main contributions exist in (i) a framework for constructing effectively distributed protocols is presented to improve the convergence rate of protocol, which can ensure the finite-time consensus in probability for stochastic multi-agent systems under undirected connected communication topology; (ii) the relationship is discussed between the convergence time and the influence factors including the protocol parameters, the algebraic connectivity, and the initial state. Finally, some simulations are performed to verify the effectiveness of the theoretical results.
机译:为了解决尚未提出概率上的有限时间共识的问题,本文讨论了随机多主体系统的概率上的有限时间共识。 (i)提出了一种构建有效分布式协议的框架,以提高协议的收敛速度,这可以确保在无向连通通信拓扑下随机多智能体系统的概率具有有限时间共识; (ii)讨论了收敛时间和影响因素之间的关系,包括协议参数,代数连通性和初始状态。最后,进行了一些仿真以验证理论结果的有效性。

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  • 来源
    《Control Theory & Applications, IET》 |2019年第6期|755-762|共8页
  • 作者单位

    Qingdao Agr Univ, Sci & Informat Coll, Qingdao 266109, Shandong, Peoples R China|Shandong Univ Sci & Technol, Coll Math & Syst Sci, Qingdao 266590, Shandong, Peoples R China;

    Qingdao Agr Univ, Coll Mech & Elect Engn, Qingdao 266109, Shandong, Peoples R China;

    Qingdao Agr Univ, Sci & Informat Coll, Qingdao 266109, Shandong, Peoples R China;

    Heze Univ, Dept Math, Heze 274015, Peoples R China;

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