雾霾条件下的飞行时间激光雷达测距及误差分析

Hao Lin, Lin Gui, Lianzhou Wang, Hao-nan Xing, Pan Dai, Zhuo Chen
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引用次数: 0

摘要

飞行时间光探测与测距(TOF LiDAR)是目前主流LiDAR产品中采用的主要探测技术解决方案。烟雾对激光有一定的干扰作用,影响TOF激光雷达系统的测距精度。重点研究了雾霾条件下TOF激光雷达的测距精度及误差分析。选择垂直腔面发射激光器,通过烟雾弥漫的烟雾室发射脉冲激光,利用CMOS传感器接收反射光,利用上位机软件采集实验数据。然后将收集到的数据从有效区域中提取出来,并用平均滤波等算法进行处理。最后,得到每个像素的图像与测量的距离和误差情况。通过增加系统延迟时间来模拟雾霾的影响,得到雾霾条件下的模拟图像。将TOF LiDAR雾霾实验结果与仿真结果进行对比,可以看出雾霾对激光传输有明显的衰减作用,衰减比高达63.99%,雾霾条件下距离误差减小53.55%,距离测量精度得到提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Time of flight LIDAR ranging and error analysis under smog conditions
Time of flight light detection and ranging (TOF LiDAR) is the main detection technology solution used in the mainstream LiDAR products at present. Smog has a certain interference effect on the laser, which affects the ranging accuracy of TOF LiDAR system. This paper focuses on the accuracy of TOF LiDAR ranging under smog conditions and the error analysis. A vertical cavity surface emitting laser is selected to emit a pulsed laser through a smog-filled smog chamber, a CMOS sensor is used to receive the reflected light, and the experimental data are collected using the host computer software. The collected data are then extracted from the effective area and processed with algorithms such as average filtering. Finally, the image of each pixel with the measured distance and the error situation are obtained. The effect of smog is simulated by increasing the system delay time to obtain the simulated image under smog conditions. The results obtained from the TOF LiDAR smog experiment are compared with the simulation results, and it can be seen that the smog has a significant attenuation effect on the laser transmission, with the attenuation ratio up to 63.99%, and the range error under the smog condition decreases by 53.55%, and the accuracy of the range measurement is improved.
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