二阶多智能体系统领导-跟随群体控制中的目标分配

Yun Ho Choi, Doik Kim
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引用次数: 1

摘要

在leader-follow群体控制框架下,研究了二阶多智能体系统的目标分配问题。追随者的目标被定义为他们相对于领导者的相对位置,对应于预定义的目标形状,假设追随者的目标是可互换的。在多智能体系统运行过程中,只要满足分配条件,一对follower的目标就会进行局部交换。与现有的利用位置信息的目标分配研究相比,本文的主要特点是提出了一种基于速度的分配条件来处理二阶多智能体系统的目标分配问题。基于所提出的目标分配算法,验证了在Lyapunov意义下瞬态leader-follow群体控制性能的提高。仿真结果验证了理论结果的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Goal Assignment in Leader-Following Formation Control of Second-Order Multi-Agent Systems
In this paper, the goal assignment problem of second-order multi-agent systems is considered in the leader-following formation control framework. The goals of followers, which are defined as their relative positions with respect to the leader corresponding to a predefined target shape, are assumed to be interchangeable. During the operation of the multi -agent systems, the goals of a pair of followers are exchanged locally if an assignment condition is satisfied. Compared with the existing goal assignment studies utilizing the position information, the main feature of this paper is to derive a velocity-based assignment condition to deal with the assignment problem of second-order multi-agent systems. Based on the proposed goal assignment algorithm, it is verified that the transient leader-following formation control performance is improved in the sense of Lyapunov. Simulation results are presented to demonstrate the effectiveness of our theoretical results.
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