A Procedure for the Characterization and Comparison of 3-D LiDAR Systems

被引:25
|
作者
Cattini, Stefano [1 ,2 ]
Cassanelli, Davide [1 ]
Di Cecilia, Luca [3 ]
Ferrari, Luca [3 ]
Rovati, Luigi [1 ,2 ]
机构
[1] Univ Modena & Reggio Emilia, Dept Engn Enzo Ferrari, I-41125 Modena, Italy
[2] Univ Modena & Reggio Emilia, Interdept Ctr Intermech MO RE, I-41125 Modena, Italy
[3] CNH Ind Italia SpA, I-41122 Modena, Italy
关键词
Advanced driver-assistance system (ADAS); autonomous driving; beam analysis; laser detection and ranging (LADAR); LiDAR; measurement; terrestrial laser scanner (TLS); time of flight (ToF); CALIBRATION; CAMERA;
D O I
10.1109/TIM.2020.3043114
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
LiDARs are becoming one of the pillars for the environmental sensing required by advanced driver assistance system (ADAS). Driven by the automotive industry, many new manufacturers are continuously putting new LiDARs on the market, thus increasing their availability and, concomitantly, reducing prices. Accordingly, LiDARs are today finding many new applications also in other fields, such as agriculture and industrial automation. In this article, we describe and discuss a measurement procedure for the analysis and comparison of the performances of LiDARs and report an example of the results obtained from the characterization of one the most widespread LiDARs-the VLP 16 by Velodyne. The proposed measurement procedure and setup have been designed to allow quick and easy installation and analysis of most LiDARs. In particular, they have been designed to allow the straightforward investigation of performances such as the warm-up, stability, and errors in the measured coordinates and parameters such as the spots pattern, waist, and divergence of the laser beams, thus allowing to analyze probably the most relevant performances and parameters for scanning LiDARs. Errors in the measured coordinates have been estimated using an absolute interferometer, whereas the beam parameters have been analyzed using a camera system. As an example, the analysis of the performances of the VLP 16 revealed a warm-up time of about 42 min and errors of few millimeters over a measuring interval of about (2, 21) m. On the other hand, the analysis of the laser beams revealed the vertical and horizontal beam divergences of approximate to 1.2 and approximate to 3.9 mrad, respectively.
引用
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页数:10
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