Online Motion Planning For Mobile Robot

Mahfud Jiono, Yogi Dwi Mahandi, Y. Rahmawati, Setiadi Cahyono Putro, Firman Ardiyansyah, Dedi Prasetyo
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Abstract

This paper presents an online motion planning system for mobile robot with a simulator based technique. The simulator is made based on the self-build platform on the mobile robot by using Python language. The collecting data as an information in the simulator is built base on holonomic wheeled type of robot. The specification and configuration of this mobile robot follows the guidelines issued by Middle Sized League Robocup competition. The purpose of this paper to make simulator software as a visualization widget that makes a representation of the coordinate position of the robot and the soccer field condition. The position and orientation of the robot information are gated in this visualization widget. The soccer field representation in a two dimensional condition as a game field of the robot. The robot coordinate as an object with magenta color with have each number of the robot. This object is enable to move in any direction as represent whatever operator want to change the position and orientation of the robot. These condition purpose was used and it can increasing usability of the system. The testing condition between real testing and simulation testing was implemented. Based on the experimental result, the data was conducted we get root mean square error around 1.29 percent of X direction, 1.65 percent of Y direction and around 1.06 percent of the symmetrical trajectory along X and Y coordinate. The result shows that the online motion planning with simulator based can be directly implemented to the soccer robot in the real time condition.
移动机器人在线运动规划
提出了一种基于模拟器技术的移动机器人在线运动规划系统。该模拟器是基于移动机器人的自构建平台,使用Python语言制作的。仿真器中采集数据作为信息是基于完整轮式机器人构建的。这个移动机器人的规格和配置遵循中型联赛机器人世界杯比赛的指导方针。本文的目的是将仿真器软件作为一个可视化的小部件来表示机器人的坐标位置和足球场的情况。机器人信息的位置和方向在这个可视化小部件中进行了控制。将二维条件下的足球场表示为机器人的比赛场地。机器人坐标为一个洋红色的物体,上面有每个机器人的编号。这个物体可以向任何方向移动,代表操作员想要改变机器人的位置和方向。利用这些条件,可以提高系统的可用性。实现了实际试验与模拟试验之间的试验条件。根据实验结果,对实验数据进行了分析,得到X方向的均方根误差约为1.29%,Y方向的均方根误差约为1.65%,X和Y坐标对称轨迹的均方根误差约为1.06%。结果表明,基于模拟器的在线运动规划可以直接实现足球机器人的实时运动规划。
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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