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基于线性矩阵不等式的线性多智能体系统降阶动态输出反馈一致性

LMI-based consensus of linear multi-agent systems by reduced-order dynamic output feedback.

作者信息

Silva Bruno M C, Ishihara João Y, Tognetti Eduardo S

机构信息

Department Electrical Engineering, University of Brasilia, Brasilia, DF, Brazil.

出版信息

ISA Trans. 2022 Oct;129(Pt B):121-129. doi: 10.1016/j.isatra.2022.02.044. Epub 2022 Mar 3.

Abstract

This work proposes new conditions for consensus of homogeneous multi-agent systems subjected to exogenous disturbances in directed communication graphs by dynamic output feedback protocols. The agents under investigation are described as linear dynamics, and the communication network is such that each agent receives as information only the output of neighbor agents. The synchronization problem is rewritten as an output feedback stabilization without requiring the Laplacian matrix to be diagonalizable. As the main appeal, we propose new necessary and sufficient conditions for the design of dynamic output feedback controllers of arbitrary order - including static output feedback as a particular case - and sufficient Linear Matrix Inequalities (LMIs) for H consensus. Numerical experiments illustrate the effectiveness of the proposed approach.

摘要

这项工作通过动态输出反馈协议,针对有向通信图中受外部干扰的齐次多智能体系统的一致性问题提出了新的条件。所研究的智能体被描述为线性动力学,并且通信网络使得每个智能体仅将相邻智能体的输出作为信息接收。同步问题被重写为一个输出反馈镇定问题,而无需拉普拉斯矩阵可对角化。作为主要亮点,我们提出了用于设计任意阶动态输出反馈控制器的新的充要条件——包括将静态输出反馈作为一种特殊情况——以及用于H一致性的充分线性矩阵不等式(LMI)。数值实验说明了所提方法的有效性。

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