Development and calibration of KaRoLa, a compact, high-resolution 3D laser scanner

L. Pfotzer, Jan Oberländer, A. Rönnau, R. Dillmann
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引用次数: 13

Abstract

We present KaRoLa, a new rotating 3D laser scanner with a modular and flexible hardware design and an integrated control software stack implemented in the ROS framework. Based on our requirements - light-weight and compact hardware, high resolution and accuracy - we compare different 2D laser range finders which are commercially available. We describe the hardware design, including the mechanical and electrical components, and the included software stack in detail. Furthermore, we present a particle swarm based calibration method to compensate mounting offsets between the 2D laser scanner and the rotational axis. The calibration significantly improves the overall accuracy and lowers the requirements for the mounting precision. Field studies for evaluating KaRoLa in real-world application scenarios such as planetary exploration and search and rescue missions complete this article.
开发和校准KaRoLa,一个紧凑的,高分辨率的3D激光扫描仪
我们介绍了KaRoLa,一种新的旋转3D激光扫描仪,具有模块化和灵活的硬件设计,以及在ROS框架中实现的集成控制软件堆栈。根据我们的要求-重量轻,硬件紧凑,高分辨率和精度-我们比较了不同的2D激光测距仪,这是市售的。详细描述了系统的硬件设计,包括机械和电气部分,以及所包含的软件栈。此外,我们提出了一种基于粒子群的校准方法来补偿二维激光扫描仪与旋转轴之间的安装偏移。校准显著提高了整体精度,降低了对安装精度的要求。为评估KaRoLa在实际应用场景(如行星探测和搜救任务)中的应用,本文进行了实地研究。
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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