Li Kuo, Hua Changchun, You Xiu, Guan Xinping
IEEE Trans Cybern. 2021 Dec;51(12):5850-5858. doi: 10.1109/TCYB.2019.2962157. Epub 2021 Dec 22.
This article studies the finite-time observer-based leader-following consensus problem for a class of nonlinear multiagent systems with nonuniform time-varying input delays. Existing works usually assume that input delays are the same constants and the input of the leader is available for each follower. In this article, we propose a new distributed consensus algorithm to relax the conservative condition. A novel finite-time distributed observer is designed for each follower, which can accurately estimate the state information of the leader in a setting time. By means of the observer, the distributed controller is proposed for each follower, and it depends only on the state information of the follower and the estimated-state information of its neighbor agents. Based on the Lyapunov stability theory, it is strictly proved that all agents can achieve a consensus. Finally, the effectiveness of the theoretical results is verified by numerical simulation on a group of single-link manipulators.
本文研究了一类具有非均匀时变输入延迟的非线性多智能体系统基于有限时间观测器的领导者跟随一致性问题。现有工作通常假设输入延迟为相同常数,且领导者的输入对每个跟随者都是可用的。在本文中,我们提出了一种新的分布式一致性算法以放宽保守条件。为每个跟随者设计了一种新颖的有限时间分布式观测器,它能够在设定时间内准确估计领导者的状态信息。借助该观测器,为每个跟随者提出了分布式控制器,其仅依赖于跟随者自身的状态信息及其邻居智能体的估计状态信息。基于李雅普诺夫稳定性理论,严格证明了所有智能体都能实现一致性。最后,通过对一组单连杆机械手的数值仿真验证了理论结果的有效性。