基于多移动机器人的大型建筑三维激光测量系统

R. Kurazume, Yukihiro Tobata, Y. Iwashita, T. Hasegawa
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引用次数: 19

摘要

为了利用激光测距仪构建大型建筑的三维形状模型,通常需要从不同的视点获取大量的距离图像,并使用ICP算法等后处理程序对这些图像进行对齐。然而,一般来说,在应用ICP算法之前,这些距离图像必须由人工操作员粗略地注册到正确的位置,以便收敛到精确的位置。此外,通过近视点拍摄密集图像,距离图像之间必须充分重叠。另一方面,如果能够准确地识别激光测距仪在视点处的姿态,则可以通过简单的变换计算直接将局部距离图像转换为世界坐标系。本文提出了一种基于多机器人和机载激光测距仪的大型建筑测量系统。利用多机器人系统的特点,采用高精度的协同定位系统(CPS)对每个测量位置进行识别。该系统可以在不进行ICP算法和密集距离测量等后处理的情况下,构建大型建筑的三维形状。利用新开发的由3台移动机器人CPS-V组成的测量系统,成功完成了未知和大型室内外环境下的测量实验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
3D laser measurement system for large scale architectures using multiple mobile robots
In order to construct three dimensional shape models of large scale architectures by a laser range finder, a number of range images are normally taken from various viewpoints and these images are aligned using post-processing procedure such as ICP algorithm. However in general, before applying ICP algorithm, these range images have to be registered to correct positions roughly by a human operator in order to converge to precise positions. In addition, range images must be overlapped sufficiently each other by taking dense images from close viewpoints. On the other hand, if poses of the laser range finder at viewpoints can be identified precisely, local range images can be converted to the world coordinate system directly with simple transformation calculation. This paper proposes a new measurement system for large scale architectures using a group of multiple robots and an on-board laser range finder. Each measurement position is identified by the highly precise positioning technique named cooperative positioning system or CPS which utilizes the characteristics of multiple robots system. The proposed system can construct 3D shapes of large scale architectures without any post-processing procedure such as ICP algorithm and dense range measurements. The measurement experiments in unknown and large indoor/outdoor environments are successfully carried out using the newly developed measurement system consisting of three mobile robots named CPS-V.
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