Action observation in collision-free motion planning for mobile robots

Landi Shan, T. Hasegawa
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引用次数: 1

Abstract

This paper addresses the problem of mutual collision avoidance of mobile robots in a narrow and uncertain environment. The minimal application of inter-robot communication is required to develop an autonomous and flexible mobile robot in such an environment. In order to reduce communication application function of action observation is introduced into a robot. A mobile robot gains more information about the local working environment by observing actions of other robots. It always tries to plan motions for avoiding a collision with its own sensory data. The effectiveness of this approach on collision avoidance is verified with simulation experiments.
移动机器人无碰撞运动规划中的动作观察
研究了移动机器人在狭窄不确定环境下的相互避碰问题。要在这样的环境中开发出自主灵活的移动机器人,就需要尽可能少地应用机器人间的通信。为了减少通信,在机器人中引入了动作观察的应用功能。移动机器人通过观察其他机器人的动作来获取更多关于本地工作环境的信息。它总是试图用自己的感觉数据来计划避免碰撞的动作。仿真实验验证了该方法在避碰方面的有效性。
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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