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Analysis of Ground Calibration of Ranging Errors for a Single Aerial LiDAR Instrument

机译:单个空中LiDAR仪器测距误差的地面校准分析

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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.
机译:介绍了激光雷达的测距程序和工作原理。通过分析该原理,发现相关方法会引起不同地面目标的时延误差和测距误差。然后,对影响LiDAR测距精度的因素进行了分析,实验结果表明,对于一百米外的目标,未经校准的测距误差可以达到一米,不能满足实际应用的要求。因此,分析了机载LiDAR的地面校准技术,并将影响LiDAR测距精度的要素分为三类。相应地,提出了一个方程来表达测距误差的影响,针对单个LiDAR设计了地面标定方案,并给出了参数求解方法。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,不同灰板的测距差达到厘米级。同时,具有不同参数设置的LiDAR也会影响测距值。然而,由于实验过程的不精确性,加性常数和比例常数在实验中并不明显,未来的实验有待改进。

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