Coordinated Localization and Circumnavigation of Multi-Agent Systems: A Distributed Observer-Based Approach

Lei Wang, Yao Zou, Ziyang Meng
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Abstract

This paper investigates the distributed localization and circumnavigation problem for a group of agents using only bearing measurements. In particular, there is one agent appointed as the pathfinder in the group who is responsible for measuring the relative bearing with respect to an uncertain target. The objective is to drive all the agents such that they first localize the given target and then circumnavigate it with equal spacing. A distributed control algorithm is developed by introducing a distributed observer. In terms of Lyapunov theorem, it is shown that the proposed control algorithm guarantees the achievement of the localization and circumnavigation objective. Experiment results verify the effectiveness of the proposed distributed control algorithm.
多智能体系统的协调定位和绕航:一种基于分布式观察者的方法
本文研究了一组仅使用方位测量的智能体的分布式定位和绕航问题。特别地,在群体中有一个被指定为探路者的代理,负责测量相对于不确定目标的方位。目标是驱动所有的代理,使它们首先定位给定的目标,然后以相等的间距绕其旋转。通过引入分布式观测器,提出了一种分布式控制算法。利用李亚普诺夫定理证明了所提出的控制算法能够保证定位和绕航目标的实现。实验结果验证了所提分布式控制算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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