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Analysis of positioning errors caused by platform vibration of airborne LiDAR system

机译:机载LiDAR系统平台振动引起的定位误差分析

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摘要

Airborne Light Detection And Ranging system (LiDAR) has been becoming a conventional tool for geospatial data acquisition. The geo-referencing process, which transforms the primary laser echo signals to 3D geospatial data, suffers from various types of positioning errors. In this paper, we categorized error-causing factors into internal and external ones. Among all the factors, the impact caused by the instability of platform is simulated and analyzed for the first time in order to remove them as completely as possible. Beginning with the airborne LiDAR geo-location equation, errors caused by the platform vibration are introduced into the equation and then computer simulation is carried out to estimate its contributions to the bias of laser scanning angle? mounting angles between the coordinates of the laser scanner and the IMU system. The simulating results show that platform vibration degrades the accuracy of the point clouds acquired by a LiDAR, and that the errors caused by platform vibration can not be fitted by simple polynomial funcitions, thus deserves further research.
机译:机载光探测与测距系统(LiDAR)已成为地理空间数据采集的常规工具。将主要激光回波信号转换为3D地理空间数据的地理配准过程会遭受各种类型的定位误差。在本文中,我们将导致错误的因素分为内部因素和外部因素。在所有因素中,首次模拟和分析了由平台不稳定性引起的影响,以便尽可能彻底地消除它们。从机载LiDAR地理位置方程开始,将平台振动引起的误差引入方程中,然后进行计算机仿真以估计其对激光扫描角偏置的影响。激光扫描仪和IMU系统的坐标之间的安装角度。仿真结果表明,平台振动降低了激光雷达采集点云的准确性,简单的多项式函数无法拟合平台振动引起的误差,值得进一步研究。

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