无人机激光扫描解决方案的比较

W. Ostrowski, Konrad Górski, M. Pilarska, Adam Salach, K. Bakuła
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引用次数: 8

摘要

本文介绍了无人机在与激光扫描技术相关的摄影测量和遥感领域的新成果。配备激光扫描仪的平台正在成为无人机测绘的发展趋势。本文介绍了以激光传感器为有效载荷的两种发展方向。第一个解决方案与先进激光雷达传感器的应用有关,该传感器通过模拟超视距无人机(BVLOS UAV)平台从高空收集数据。第二种发展是较便宜的UAV激光扫描系统,从低空视距(VLOS)平台获取数据。此外,介绍了可安装在无人机上的激光雷达传感器的发展现状,包括超轻型激光扫描仪的分类、配备激光雷达系统的无人机操作相关的法律限制。在本文描述的实验中,介绍了两个数据集,一个是安装在第一个平台上的Riegl VUX-1无人机收集的数据集,另一个是安装在第二个无人机系统中的YellowScan Mapper收集的数据集。从点密度、空间分辨率、植被穿透度和激光光束噪声等方面对捕获的数据集进行评价。比较表明了平台之间的差异,这决定了它们的应用领域。因此,可以得出与无人机激光扫描发展前景相关的结论,并讨论了这两个平台未来可能的应用。
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Comparison of the laser scanning solutions for the unmanned aerial vehicles
STRESZCZENIE: This article provides description of new achievements in Unmanned Aerial Vehicles (UAVs) in the field of photogrammetry and remote sensing related to laser scanning technology. Platforms equipped with laser scanners are becoming a growing trend in UAV mapping. Two perspectives of development, which use laser sensors, as payload are described in this paper. The first solution is related to application of advanced LiDAR sensor, which collects data with simulated Beyond Visual Line Of Sight UAV (BVLOS UAV) platform from high altitude. The second development was less expensive UAV laser scanning system that acquires data from low-altitude Visual Line Of Sight (VLOS) platform. Additionally, state-of-art of LiDAR sensors, which can be mounted on UAVs, is presented, including categorization of ultralight laser scanners, legal restriction related to operating UAVs equipped with LiDAR system. In the experiment described in the article two datasets are introduced, one collected with Riegl VUX-1 UAV mounted on the first platform and the second with YellowScan Mapper that is a part of second UAV system. Captured datasets are evaluated concerning point density, spatial resolution, vegetation penetration and noise of laser beam assessment. The comparison indicates the differences between the platforms, what determines fields of their application. Therefore, conclusion related to the presented perspectives of development of UAV laser scanning can be drawn and possible future applications of both platforms are discussed.
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