自主漫游车工程设计与路径规划实现

John Little, Nathan T. Workman, Zachary Spiggle, Davis Teigeler, Davian Hester, W. Liao
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引用次数: 0

摘要

该研究的目的是为本科生提供在自主机器人领域进行研究和工程设计的机会。该项目的工程设计方面包括电动轮椅的重新设计以及电气、电子和软件接口的设计。路径规划算法的应用采用了改进的a *实现形式,用于室内自主旅行,PixHawk自动驾驶系统用于室外自主导航。改进后的A*算法的测试是通过使用谢泼德大学的走廊作为漫游车虚拟地图的真实世界表示来进行的。漫游者对地图的内部理解是局部空间的轮廓,并要求机器人对环境中的未知物体做出反应,以适当地从起点导航到终点。户外自主导航的目标是在停车场等大型开放区域实现无障碍物的gps导航。初步的研究结果表明,火星车的工程设计是成功的,它初步显示出接收和响应自主导航提示的能力。该项目仍在进行中,并将继续提供给未来对自主机器人设计和研究感兴趣的谢泼德大学计算机科学和工程专业的学生。本项目由JLG工业公司、谢泼德大学CME系的Jason Miller教授和廖卫东教授提供资金和支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Engineering Design and Path Planning Implementation for Autonomous Rover
The objective of the study is to provide undergraduate students an opportunity to conduct research and engineering design in the area of autonomous robotics. The engineering design aspect of the project involved the reengineering of a powered wheelchair and the design of electrical, electronic, and software interfaces. Application of path planning algorithms took the form of a modified A* implementation for indoor autonomous travel, and a PixHawk autopilot system for outdoor autonomous navigation.    The testing of the modified A* algorithm was conducted by using the hallways of Shepherd University as a real-world representation of the rover’s virtual map. The rover’s internal understanding of the map was an outline of the local space and required the robot to respond to the unknown objects in the environment to appropriately navigate from its starting point to the endpoint. The goal of the outdoor autonomous navigation was to implement GPS-based navigation in a large open area like a parking lot without any obstacles.    The initial findings are that the engineering design for the rover is a success and that it initially shows the capability of receiving and responding to autonomous navigation cues. This project remains ongoing and will continue to be available to future computer science and engineering students at Shepherd University who are interested in autonomous robotics design and research.   Funding and support for this project are provided by JLG Industries, Inc., Professor Jason Miller, and Prof. Weidong Liao of Shepherd University’s CME Department.
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