An Improved MbICP Algorithm for Mobile Robot Pose Estimation

This paper presents an improved version of the metric-based iterative closest point algorithm to estimate robot poses by matching 2D laser scans with different overlapping percentages. Because of the greatly varied density distribution of realistic point clouds, a resampling method is used to accele...

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Bibliographic Details
Main Authors: Lin Li, Jun Liu, Xinkai Zuo, Haihong Zhu
Format: Article
Language:English
Published: MDPI AG 2018-02-01
Series:Applied Sciences
Subjects:
Online Access:http://www.mdpi.com/2076-3417/8/2/272