Analysis of ground calibration of ranging errors for a single aerial lidar instrument

Dongyang Ma, Licheng Wang
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Abstract

In this paper, the ranging procedure and working principle of LiDAR were introduced. By analyzing the principle, it is found that related methods can cause time delay error and ranging error for different ground targets. Then, elements affecting LiDAR ranging precision were analyzed, and experimental results proved that un-calibrated ranging error can reach one meter for the targets one hundred meters away, which cannot satisfy the requirements of practical applications. Thus, ground calibration techniques of airborne LiDAR were analyzed, and the elements affecting LiDAR ranging precision are classified into three classes. Correspondingly, an equation was proposed to express the influences of ranging errors, a ground calibration scheme was designed for single LiDAR, and a solution method to the parameters was given. Experiments were done on a China-made LiDAR system, and experimental parameters proved that gray level had some influence on ranging values, with the range difference of different gray boards reaching centimeter level. Meanwhile, LiDARs with different parameter settings can also affect ranging values. However, due to the imprecise experiment process, the additive constant and scale constant were not obvious in the experiments, and the experiment needs improving in the future.
单台航空激光雷达测距误差的地面标定分析
介绍了激光雷达的测距过程和工作原理。通过对其原理的分析,发现相关方法会对不同的地面目标产生时延误差和测距误差。然后,分析了影响激光雷达测距精度的因素,实验结果证明,对100米外的目标,未标定的测距误差可达1米,不能满足实际应用的要求。在此基础上,分析了机载激光雷达的地面标定技术,并将影响激光雷达测距精度的因素分为三类。相应地,提出了测距误差影响方程,设计了单台激光雷达的地面标定方案,并给出了参数的求解方法。在国产激光雷达系统上进行了实验,实验参数证明灰度对测距值有一定影响,不同灰度板的测距差达到厘米级。同时,不同参数设置的激光雷达也会影响测距值。但由于实验过程不精确,实验中添加常数和尺度常数不明显,实验需要进一步完善。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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