Chinese Journal of Lasers, Volume. 52, Issue 17, 1710005(2025)
Backend Optimization Algorithm for LiDAR SLAM with Vector Map Constraints
Fig. 1. Overall framework of SLAM graph optimization algorithm with vector map constraints
Fig. 5. Fitting situation of point cloud and vector map (campus 1). (a) Without adding vector constraints; (b) adding vector constraints
Fig. 7. Fitting situation of point cloud and vector map (campus 2). (a) Without adding vector constraints; (b) adding vector constraints
Fig. 9. Fitting situation of point cloud and vector map (campus 3). (a) Without adding vector constraints; (b) adding vector constraints
Fig. 11. Fitting situation of point cloud and vector map (campus 4). (a) Without adding vector constraints; (b) adding vector constraints
Fig. 13. Visualization of position error comparison. (a) Comparison of RPE box plots for single - building survey areas; (b) comparison of APE violin plots for single-building survey areas; (c) comparison of RPE box plots for multi-building survey areas; (d) comparison of APE violin plots for multi‒building survey areas
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Qiuping Lan, Tian Xia, Hong Mei, Jia Li. Backend Optimization Algorithm for LiDAR SLAM with Vector Map Constraints[J]. Chinese Journal of Lasers, 2025, 52(17): 1710005
Category: remote sensing and sensor
Received: Apr. 3, 2025
Accepted: May. 6, 2025
Published Online: Sep. 4, 2025
The Author Email: Jia Li (lijia.xk@hhu.edu.cn)
CSTR:32183.14.CJL250661