校园指南:基于激光雷达的移动机器人

Minghao Liu, Zhixing Hou, Zezhou Sun, Ning Yin, Hang Yang, Ying Wang, Zhiqiang Chu, Hui Kong
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引用次数: 4

摘要

已经开发了各种各样的移动机器人来展示在农村道路或高速公路上的导航能力。然而,少量的工作集中在人口稠密地区的自主导航上,仅依靠16线激光雷达。本文提出了一种移动机器人自主导航系统,该系统可用于工业园区和校园等非结构化和动态环境中的送货、清洁、监控等。对环境的感知依赖于安装在移动机器人顶部的16线激光雷达。该系统由三个部分组成:基于激光雷达的测绘与再定位模块、可穿越路径与障碍物检测模块、路径规划与轨迹跟踪模块。我们在一个真正的移动机器人上测试了我们的系统,这个机器人可以在复杂的校园环境中自主运行。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Campus Guide: A Lidar-based Mobile Robot
There has been a large variety of mobile robots developed to demonstrate navigation capabilities on rural roads or highways. However a small amount of work focuses on autonomous navigation in densely populated areas depending only on a 16-line LiDAR. In this paper, we present an autonomous navigation system for mobile robot which can be used for delivery, cleaning, surveillance and so on in industrial areas and campus where the environment is unstructured and dynamic. The perception of the environment relies on the 16-line LiDAR installed on top of the mobile robot. The proposed system is composed of three components: LiDAR-based mapping and re-localization module, traversable path and obstacle detection module, and path planning and trajectory tracking module. We tested our system on a real mobile robot that can run autonomously on a campus in a complex environment.
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