Static Calibration and Analysis of the Velodyne HDL-64E S2 for High Accuracy Mobile Scanning

被引:153
作者
Glennie, Craig [1 ]
Lichti, Derek D. [2 ]
机构
[1] Terrapoint USA Inc, The Woodlands, TX 77380 USA
[2] Univ Calgary, Dept Geomat Engn, Calgary, AB T2N 1N4, Canada
来源
REMOTE SENSING | 2010年 / 2卷 / 06期
关键词
LiDAR; system calibration; accuracy; error analysis;
D O I
10.3390/rs2061610
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The static calibration and analysis of the Velodyne HDL-64E S2 scanning LiDAR system is presented and analyzed. The mathematical model for measurements for the HDL-64E S2 scanner is derived and discussed. A planar feature based least squares adjustment approach is presented and utilized in a minimally constrained network in order to derive an optimal solution for the laser's internal calibration parameters. Finally, the results of the adjustment along with a detailed examination of the adjustment residuals are given. A three-fold improvement in the planar misclosure residual RMSE over the standard factory calibration model was achieved by the proposed calibration. Results also suggest that there may still be some unmodelled distortions in the range measurements from the scanner. However, despite this, the overall precision of the adjusted laser scanner data appears to make it a viable choice for high accuracy mobile scanning applications.
引用
收藏
页码:1610 / 1624
页数:15
相关论文
共 13 条
[1]  
[Anonymous], HIGH DEFINITION LIDA
[2]  
Bae K., 2007, P ISPRS WORKSH LAS S, P12
[3]  
Cheung H., 2007, TGDAILY 1107
[5]  
Forstner W., 2004, Manual of Photogrammetry, V5th, P15
[6]   Kinematic Terrestrial Light-Detection and Ranging System for Scanning [J].
Glennie, Craig .
TRANSPORTATION RESEARCH RECORD, 2009, (2105) :135-141
[7]   Rigorous 3D error analysis of kinematic scanning LIDAR systems [J].
Glennie, Craig .
JOURNAL OF APPLIED GEODESY, 2007, 1 (03) :147-157
[8]  
Kuang S., 1996, GEODETIC NETWORK ANA
[9]   Reflectorless total station self-calibration [J].
Lichti, D. D. ;
Lampard, J. .
SURVEY REVIEW, 2008, 40 (309) :244-259
[10]   Error modelling, calibration and analysis of an AM-CW terrestrial laser scanner system [J].
Lichti, Derek D. .
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2007, 61 (05) :307-324