Robustness Evaluation of Vehicle Localization in 3D Map Using Convergence of Scan Matching

ABSTRACT: Ego-vehicle localization is a critical technology in autonomous driving systems, and one of the widely used methods for localization is scan matching between a 3D map and real-time LiDAR scan. This method is known to fail due to factors such as an incorrect initial position and orientation...

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Bibliographic Details
Main Authors: Yuki Kitsukawa, Tatsuya Minami, Yudai Yamazaki, Junich Meguro, Eijiro Takeuchi, Yoshiki Ninomiya, Shinpei Kato, Masato Edahiro
Format: Article
Language:English
Published: Society of Automotive Engineers of Japan, Inc. 2022-10-01
Series:International Journal of Automotive Engineering
Online Access:https://www.jstage.jst.go.jp/article/jsaeijae/13/4/13_20224635/_article/-char/ja