IEEE Trans Cybern. 2013 Apr;43(2):476-89. doi: 10.1109/TSMCB.2012.2209415. Epub 2013 Mar 7.
This paper studies a class of fast consensus algorithms for a group of identical multiagent systems each described by the linear state-space model. By using both the current and delayed state information, the proposed delay-induced consensus algorithm is shown to achieve synchronization with a faster convergence speed than the standard one when the eigenvalues of the open-loop system, control parameters, the Laplacian matrix of the network, and the delay satisfy certain conditions. In addition, some sufficient or necessary and sufficient conditions are established to guarantee the closed-loop stability of the delay-induced consensus algorithm, where an extra control parameter on the coupling strength is introduced to adjust the convergence speed of the closed-loop system flexibly. We then show that the delay-induced algorithm is robust to the small intrinsic communication or input delays, i.e., the proposed delay-induced consensus algorithm may also produce a faster convergence speed than the standard one even if there exist small intrinsic communication or input delays. Furthermore, we extend the results from the case of an undirected communication topology to those of a directed communication topology and a switching communication topology. Several simulation examples are presented to illustrate the theoretical results.
本文研究了一类线性状态空间模型描述的同型多智能体系统的快速共识算法。通过利用当前和延迟状态信息,当开环系统的特征值、控制参数、网络的拉普拉斯矩阵和延迟满足某些条件时,所提出的延迟诱导共识算法被证明比标准算法具有更快的收敛速度。此外,还建立了一些充分或必要和充分的条件来保证延迟诱导共识算法的闭环稳定性,其中引入了一个额外的关于耦合强度的控制参数,以灵活地调整闭环系统的收敛速度。然后,我们表明延迟诱导算法对小的固有通信或输入延迟具有鲁棒性,即即使存在小的固有通信或输入延迟,所提出的延迟诱导共识算法也可能比标准算法具有更快的收敛速度。此外,我们将结果从无向通信拓扑推广到有向通信拓扑和切换通信拓扑。给出了几个仿真示例来说明理论结果。