典型地形下机载激光雷达三维坐标运动误差分析

T. Peng, Tian Lan, Guoqiang Ni
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引用次数: 2

摘要

随着机载激光雷达应用的不断扩大,对机载激光雷达精度和可靠性的要求也越来越高。因此,有必要对机载激光雷达数据的运动误差进行分析,以纠正误差,提高精度。本文针对五种典型地形,提出了一种动态三维坐标误差分析方法,建立了典型地形下三维坐标运动误差模型。通过选择飞行高度、点云间距、瞬时扫描角度等变量,进行了静态和动态仿真。然后对相应的仿真结果进行了对比分析。结果表明,在平坦地形下,三维坐标误差最小。另一方面,在非平坦地形下,坡度越大,三维坐标误差越大。沿飞行方向的误差大于沿其他两个方向的误差。此外,动态三维坐标误差远远大于静态三维坐标误差。例如,静态高程误差约为0.16m,动态高程误差为1.02m。综上所述,选择合适的飞行高度、点云间距和瞬时扫描角度有利于提高测量精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Motion error analysis of 3D coordinates of airborne LIDAR under typical terrains
With the expansion of airborne LIDAR application, the requirements of accuracy and reliability for airborne LIDAR are increasing. Therefore it is necessary to analyze the motion errors of airborne LIDAR data in order to correct errors and improve accuracy. In this paper, in connection with five kinds of typical terrains, a method for the analysis of dynamic 3D coordinate errors is proposed and models for motion errors of 3D coordinates under typical terrains are established. By choosing the flight altitude, point cloud spacing, instantaneous scanning angle, and other variables, the static and dynamic simulations are conducted. Then the corresponding simulation results are analyzed comparatively. It is shown that 3D coordinate errors are the smallest under flat terrain. On the other hand, under non-flat terrain, the greater the slop angle, the greater the 3D coordinate errors are. The error along flight direction is greater than that along the other two directions. In addition, dynamic 3D coordinate errors are much greater than static 3D coordinate errors. For example, static elevation error is about 0.16m, while dynamic elevation error is 1.02m. In conclusion, it is favorable to select the appropriate flight altitude, point cloud spacing and instantaneous scanning angle as to improve the measurement accuracy.
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