Performance Assessment of Mobile Laser Scanning Systems Using Velodyne Hdl-32e

B. Alsadik
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Abstract

Mapping systems using multi-beam LiDARs are widely used nowadays for different geospatial applications graduating from indoor projects to outdoor city-wide projects. These mobile mapping systems can be either ground-based or aerial-based systems and are mostly equipped with inertial navigation systems INS. The Velodyne HDL-32 LiDAR is a well-known 360° spinning multi-beam laser scanner that is widely used in outdoor and indoor mobile mapping systems. The performance of such LiDARs is an ongoing research topic which is quite important for the quality assurance and quality control topic. The performance of this LiDAR type is correlated to many factors either related to the device itself or the design of the mobile mapping system. Regarding design, most of the mapping systems are equipped with a single Velodyne HDL32 in a specific orientation angle which is different among the mapping systems manufacturers. The LiDAR orientation angle has a significant impact on the performance in terms of the density and coverage of the produced point clouds. Furthermore, during the lifetime of this multi-beam LiDAR, one or more beams may be defected and then either continue the production or returned to the manufacturer to be fixed which then cost time and money. In this paper, the design impact analysis of a mobile laser scanning (MLS) system equipped with a single Velodyne HDL-32E will be clarified and a clear relationship is given between the orientation angle of the LiDAR and the output density of points. The ideal angular orientation of a single Velodyne HDL-32E is found to be at 35° in a mobile mapping system. Furthermore, we investigated the degradation of points density when one of the 32 beams is defected and quantified the density loss percentage and to the best of our knowledge, this is not presented in literature before. It is found that a maximum of about 8% point density loss occurs on the ground and 4% on the facades when having a defected beam of the Velodyne HDL-32E.   
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使用Velodyne Hdl-32e的移动激光扫描系统性能评估
如今,多波束激光雷达测绘系统被广泛应用于不同的地理空间应用,从室内项目到室外城市项目。这些移动测绘系统既可以是地基系统,也可以是空中系统,并且大多配备惯性导航系统。Velodyne HDL-32激光雷达是一种著名的360°旋转多光束激光扫描仪,广泛用于室外和室内移动测绘系统。这种激光雷达的性能是一个正在进行的研究课题,对于质量保证和质量控制课题非常重要。这种激光雷达类型的性能与许多因素相关,这些因素与设备本身或移动地图系统的设计有关。在设计方面,大多数测绘系统都是在特定的定向角度上配备单个Velodyne HDL32,这在测绘系统制造商之间是不同的。激光雷达的定位角度对产生的点云的密度和覆盖范围有很大的影响。此外,在这种多波束激光雷达的使用寿命期间,一个或多个波束可能会出现缺陷,然后要么继续生产,要么返回制造商进行修复,这将花费时间和金钱。本文将对配备单台Velodyne HDL-32E的移动激光扫描(MLS)系统进行设计影响分析,并给出激光雷达的取向角与点的输出密度之间的明确关系。在移动测绘系统中,发现单个Velodyne HDL-32E的理想角取向为35°。此外,我们研究了当32束中的一束有缺陷时点密度的退化,并量化密度损失百分比,据我们所知,这在以前的文献中没有提出。研究发现,当Velodyne HDL-32E光束存在缺陷时,地面上的点密度损失最大约为8%,外立面上的点密度损失最大约为4%。
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