arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2001.04731eess.SYcs.SY
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具有多个追击者和一个更快的自由移动躲避者的合作追击

Cooperative Pursuit with Multi-Pursuer and One Faster Free-moving Evader

Xu Fang, Chen Wang, Lihua Xie, Jie Chen

摘要:

本文研究了一个多追赶者单逃避者的追赶-逃避博弈,其中自由移动的逃避者比追赶者移动得快。现有的大多数工程都对快速躲避者施加了限制,例如有限的移动区域和移动方向。当速度较快的逃逸者被允许自由移动而不受任何约束时,主要问题是如何形成包围圈将逃逸者困入捕获域,如何在形成包围圈和接近速度较快的逃逸者之间取得平衡,以及什么条件使捕获成为可能。本文提出了一种分布式追踪算法,使追踪者形成包围圈,接近速度更快的躲避者。提出了一种在形成包围圈和接近更快的逃避者之间取得平衡的算法。此外,充分捕获条件的基础上的初始空间分布和速度比的追求者和逃避者。仿真和地面机器人实验结果验证了该方法的有效性和实用性。

英文摘要:

This paper addresses a multi-pursuer single-evader pursuit-evasion game where the free-moving evader moves faster than the pursuers. Most of the existing works impose constraints on the faster evader such as limited moving area and moving direction. When the faster evader is allowed to move freely without any constraint, the main issues are how to form an encirclement to trap the evader into the capture domain, how to balance between forming an encirclement and approaching the faster evader, and what conditions make the capture possible. In this paper, a distributed pursuit algorithm is proposed to enable pursuers to form an encirclement and approach the faster evader. An algorithm that balances between forming an encirclement and approaching the faster evader is proposed. Moreover, sufficient capture conditions are derived based on the initial spatial distribution and the speed ratios of the pursuers and the evader. Simulation and experimental results on ground robots validate the effectiveness and practicability of the proposed method.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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