基于相对输出反馈的多智能体系统集群群体一致性方法

On Relative-Output Feedback Approach for Group Consensus of Clusters of Multiagent Systems

IEEE Transactions on Cybernetics · 2021
被引 41
ABS 3

中文导读

研究了多智能体网络中的群体一致性问题,提出一种基于相对输出而非相对状态的分布式控制律,利用李雅普诺夫稳定性理论给出控制器存在的充要条件,并通过线性矩阵不等式选择耦合强度,适用于无领导者和领导者跟随两种框架。

Abstract

In this article, the group consensus problem is addressed for a network of multiagent systems (MASs). Unlike in existing literature, where a relative-state feedback-based distributed control input is used to achieve group consensus, this work aims at designing a relative-output-based distributed control law to achieve the same goal. To that effect, the Lyapunov stability theory is used to formulate the sufficient and necessary conditions for the existence of such a feedback controller and then separate conditions have been included for its design. In addition to that, a new linear matrix inequality is explored to choose the intracluster coupling strengths to ensure group consensus. In this article, the relative-output-based control approach is investigated for both the leaderless and the leader-following frameworks of the group consensus problem, and the theoretical findings presented are validated using numerical examples and simulation results.

多智能体系统群体一致性分布式控制输出反馈线性矩阵不等式