多智能体机器人编队控制中无碰撞策略的实验比较

E. G. Hernández-Martínez, E. Aranda-Bricaire
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引用次数: 2

摘要

本文对多智能体机器人编队的两种非碰撞策略进行了比较。控制目标是协调一组被认为是独轮车型机器人的智能体,以达到理想的智能体间距离,避免碰撞。编队策略基于循环追踪配置,其中每个agent只能检测到另一个agent。第一种非碰撞策略是将斥力作为斥力势函数的梯度得到的标准方法。第二种策略是基于尺度不稳定焦点的新型排斥向量场。通过数值模拟和由三个独轮车型机器人组成的实验装置进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Experimental comparison of non-collision strategies in multi-agent robots formation control
This paper presents a comparison between two non-collision strategies for multi-agent robots formations. The control objective is to coordinate a group of agents, considered as unicycle-type robots, to achieve desired inter-agent distances avoiding collisions. The formation strategy is based on the cyclic pursuit configuration where every agent can detect another agent only. The first non-collision strategy is the standard methodology of repulsive forces obtained as the gradient of Repulsive Potential Functions. The second strategy is a novel Repulsive Vector Field based on a scaled unstable focus. The comparison is carried out both by numerical simulations and over an experimental set-up consisting of three unicycle-type robots.
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