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基于自适应分布式观测器的多智能体系统协同二分包容控制

Cooperative Bipartite Containment Control for Multiagent Systems Based on Adaptive Distributed Observer.

作者信息

Zhang Huaguang, Zhou Yu, Liu Yang, Sun Jiayue

出版信息

IEEE Trans Cybern. 2022 Jun;52(6):5432-5440. doi: 10.1109/TCYB.2020.3031933. Epub 2022 Jun 16.

Abstract

The cooperative bipartite containment control problem of linear multiagent systems is investigated based on the adaptive distributed observer in this article. The graph among the agents is structurally balanced. A novel distributed error term is designed to guarantee that some outputs of the followers converge to the convex hull spanned by the leaders, and the other followers' outputs converge to the symmetric convex hull. The matrices of the exosystems are not available for each follower. A general method is presented to verify the validity of a novel distributed adaptive observer rather than the previous approach. In other words, the definition of the M -matrix is not necessary in our result. Based on the distributed adaptive observer, an output-feedback control protocol is designed to solve the bipartite containment control problem. Finally, a numerical simulation is given to illustrate the effectiveness of the theoretical results.

摘要

本文基于自适应分布式观测器研究了线性多智能体系统的协同二分包容控制问题。智能体之间的图在结构上是平衡的。设计了一种新颖的分布式误差项,以确保跟随者的一些输出收敛到由领导者跨越的凸包,而其他跟随者的输出收敛到对称凸包。外部系统的矩阵对于每个跟随者不可用。提出了一种通用方法来验证新型分布式自适应观测器的有效性,而不是以前的方法。换句话说,在我们的结果中不需要M矩阵的定义。基于分布式自适应观测器,设计了一种输出反馈控制协议来解决二分包容控制问题。最后,给出了数值仿真以说明理论结果的有效性。

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