The 3D map building of the mobile robot

Haoxiang Cao, Junyao Gao, Fangzhou Zhao, Jingchao Zhao, Chuzhao Liu, Yi Liu, Xuanyang Shi

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

The map building is the prerequisite in the mobile robots' autonomous operation in an unknown environment. Most current mobile robots mainly use the 2D map, and the others which use the 3D map have some shortcomings such as the complex data processing algorithm, large computation and time-consuming and so on. The paper presents a 3D data scanning system that combined with the 2D laser radar and the precise rotation head to capture the information of the unknown environment, and building a coordinate system model for calculating the transform matrixes of each coordinate system. Then the pose of the robot got by the odometer and electronic compass, the improved ICP algorithm and the transform matrixes are combined to process the environment information for getting the 3D point cloud, finally the 3D point cloud is displayed on the OpenGL. At last, the experiment about the 3D map building is gone on in the laboratory corridor and the indoor environment. The experimental results show that this 3D data scanning system has higher efficiency and accuracy, and can better reflect the real situation of the environment.

源语言英语
主期刊名2016 IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2016
出版商Institute of Electrical and Electronics Engineers Inc.
2576-2581
页数6
ISBN(电子版)9781509023943
DOI
出版状态已出版 - 1 9月 2016
活动13th IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2016 - Harbin, Heilongjiang, 中国
期限: 7 8月 201610 8月 2016

出版系列

姓名2016 IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2016

会议

会议13th IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2016
国家/地区中国
Harbin, Heilongjiang
时期7/08/1610/08/16

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