Real-time robot navigation in unstructured environments using a 3D laser rangefinder

L. Montano, J. Asensio
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引用次数: 40

Abstract

In this paper a technique for real-time robot navigation is presented. Off-line planned trajectories and motions are modified in real-time to avoid obstacles, using a reactive behaviour. The information about the environment is provided to the control system of the robot by a rotating 3D laser sensor which have two degrees of freedom. Using this sensor, three dimensional information can be obtained, and can be used simultaneously for obstacle avoidance, robot self-localization and for 3D local map building. In this work we focus the attention in the obstacle avoidance problem with this kind of sensor. Experimental results in different indoor environments are reported, which show the versatility of the proposed technique to carry out typical tasks such as wall following, door crossing and motion in a room with several obstacles.
使用三维激光测距仪的非结构化环境中的实时机器人导航
本文提出了一种机器人实时导航技术。离线计划的轨迹和运动可以实时修改,以避开障碍物,使用反应行为。环境信息通过具有两个自由度的旋转三维激光传感器提供给机器人的控制系统。利用该传感器可以获得三维信息,并可同时用于避障、机器人自定位和三维局部地图的构建。在本文中,我们主要研究了这种传感器的避障问题。在不同室内环境下的实验结果表明,该技术的多功能性可以完成典型的任务,如跟随墙壁、穿过门和在有几个障碍物的房间中运动。
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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