关于带有协作/竞争机制时变积分器网络一致性的收敛速率
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TP13

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国家自然科学基金(61473269);中国科学院青年创新促进会项目(2015363);霍英东教育基金会高等院校青年教师基金(161059)


On convergence speed of interacting integrators over cooperative and competitive undirected networks
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    摘要:

    本文探讨了时变无向网络达到状态一致过程中的收敛速率问题.首先基于一般的时变无向网络展开研究,证明了其收敛速率随耦合权重的增加而提高.同时,给出了收敛速率的明确下界,并指出这个下界是耦合权重的线性函数.基于这些结论,本文研究了带符号网络的收敛速率问题,发现只要带有正权值的边具有(δ,T)连通性,就可以增大这些边的权重而保持其余边(带有负权值)不变,使一致性以指数的速率达到.本文的证明过程主要基于完全一致可观这一概念.另外,本文也得到了这样的结论:一致性误差值可以从系统一段时间内的相对状态值中重建.这对于分布式网络中滤波器的状态估计有一定的借鉴意义.

    Abstract:

    The convergence speed in the distributed consensus of integrators over both cooperative and competitive undirected networks is investigated in this paper.It has been well known that as long as the (δ,T) connectivity condition is satisfied,exponential convergence of the consensus can be attained.We further show that,for a cooperative network,increasing the coupling strength can improve the convergence speed.The lower bound of the convergence is also explicitly specified with respect to the coupling strength.Based on this,in the competitive network,the convergence of consensus can be guaranteed by strong cooperative couplings dominating the competitive ones.The results of this paper are established by means of a uniformly completely observable theory.We also show that it is possible to reconstruct the consensus error at a certain time instant from the observations of the past relative state information over a fixed length interval.

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马麒超,秦家虎,李曼.关于带有协作/竞争机制时变积分器网络一致性的收敛速率[J].南京信息工程大学学报(自然科学版),2018,10(6):658-664
MA Qichao, QIN Jiahu, LI Man. On convergence speed of interacting integrators over cooperative and competitive undirected networks[J]. Journal of Nanjing University of Information Science & Technology, 2018,10(6):658-664

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  • 收稿日期:2018-08-14
  • 在线发布日期: 2018-12-18

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