一种使用RP激光雷达扫描仪的测绘移动机器人

M. Markom, A. H. Adom, E. Tan, S. Shukor, N. A. Rahim, A. Shakaff
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引用次数: 22

摘要

环境映射是移动机器人在定位、定位、自主导航以及搜索和救援等方面研究的必要方面之一。它的成功取决于其实施的准确性和可靠性,并可能取决于用于获取环境数据的传感器。本文介绍了利用Robopeak公司开发的一种低成本激光测距仪RP激光雷达进行测绘的工作。这项工作将在室内环境应用的自主移动机器人上实施。首先,开发了一个带有传感器的移动机器人,然后建立了一个无线监测和控制站,以便对环境进行数据收集。一个有桌子和设备的研究实验室被用作试验台。采用三种预处理方法对采集到的数据进行分析;1 .原始过滤器;平滑滤波器的移动平均;原始滤波器和移动平均线的组合。结果显示了基于原始数据的环境映射和预处理性能。原始滤波器和移动平均线的组合效果最好。此外,所开发系统的扫描精度达到了90%以上。综上所述,激光测距仪和所使用的预处理能够以清晰的图像映射环境,因此可以用于各种应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A mapping mobile robot using RP Lidar scanner
The environment mapping in one of the necessary aspects in mobile robotics studies when dealing with localization, positioning, autonomous navigation, as well as search and rescue. Its success depends on the accuracy and reliability of its implementation and may depend on sensors which are used to acquire the environment data. This paper presents work on mapping which uses a low cost laser rangefinder, developed by Robopeak, RP Lidar. This work will be implemented on an autonomous mobile robot for indoor environment applications. Initially, a mobile robot incorporated with the sensor was developed after which a wireless monitoring and control station was established in order to perform data collection of the environments. A research laboratory with tables and equipment is used as a testbed. The collected data were analysed using three methods of pre-processing; i. raw filter, ii. a moving average of smooth filter, and iii. the combination of the raw filter and the moving average. The results show the environment map based on the raw data and the pre-processing performances. The combination of the raw filter and the moving average performs the best result. Besides, the scanning accuracy of the developed system is successful with more than 90% of correctness. As a conclusion, the laser rangefinder and the pre-processing used is capable to map the environment with clear image and hence can be used for a variety of applications.
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