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切换拓扑下线性多智能体系统的分布式 leader-following 有限时间一致性控制

Distributed leader-following finite-time consensus control for linear multiagent systems under switching topology.

作者信息

Xu Xiaole, Chen Shengyong, Gao Lixin

机构信息

Wenzhou Vocational College of Science & Technology, Zhejiang 325006, China ; College of Information Engineering, Zhejiang University of Technology, Zhejiang 310023, China.

College of Information Engineering, Zhejiang University of Technology, Zhejiang 310023, China.

出版信息

ScientificWorldJournal. 2014;2014:248041. doi: 10.1155/2014/248041. Epub 2014 Apr 24.

Abstract

This paper investigates the finite-time consensus problem of leader-following multiagent systems. The dynamical models for all following agents and the leader are assumed the same general form of linear system, and the interconnection topology among the agents is assumed to be switching and undirected. We mostly consider the continuous-time case. By assuming that the states of neighbouring agents are known to each agent, a sufficient condition is established for finite-time consensus via a neighbor-based state feedback protocol. While the states of neighbouring agents cannot be available and only the outputs of neighbouring agents can be accessed, the distributed observer-based consensus protocol is proposed for each following agent. A sufficient condition is provided in terms of linear matrix inequalities to design the observer-based consensus protocol, which makes the multiagent systems achieve finite-time consensus under switching topologies. Then, we discuss the counterparts for discrete-time case. Finally, we provide an illustrative example to show the effectiveness of the design approach.

摘要

本文研究了领导者-跟随者多智能体系统的有限时间一致性问题。假设所有跟随智能体和领导者的动力学模型具有相同的一般线性系统形式,并且智能体之间的互连拓扑是切换且无向的。我们主要考虑连续时间情况。通过假设每个智能体都知道相邻智能体的状态,经由基于邻居的状态反馈协议建立了有限时间一致性的充分条件。当相邻智能体的状态不可用时且只能获取相邻智能体的输出时,为每个跟随智能体提出了基于分布式观测器的一致性协议。根据线性矩阵不等式提供了一个充分条件来设计基于观测器的一致性协议,这使得多智能体系统在切换拓扑下实现有限时间一致性。然后,我们讨论离散时间情况的对应内容。最后,我们给出一个示例来说明设计方法的有效性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1bbf/4030497/1611f7c9e516/TSWJ2014-248041.001.jpg

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