Unmanned Ground Vehicle Autonomous Navigation in Unknown Indoor Environments

Mengjiao Xie*, Chunlei Song, Jiahui Wang, Xiaohui Wu, Man Li, Jianhua Xu

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Unmanned ground vehicle (UGV) autonomous navigation in unknown indoor environments is a challenging task. The simultaneous use of the Gmapping algorithm, D∗Lite algorithm and timed elastic bands (TEB) algorithm is proposed to accomplish the task as indicated above. Compared to traditional methods of separating mapping and navigation, the above method can reduce exploration and planning time while increasing the navigation efficiency of the UGV. Additionally, the planned paths are safer, more real-time, and more precise. In order to access better map building results and more suitable paths, this paper has made improvements to the traditional Gmapping algorithm and the D∗Lite algorithm. By using simulation and real vehicle experiments, we demonstrate the validity and timeliness of the complete method.

源语言英语
主期刊名2023 IEEE 3rd International Conference on Electronic Technology, Communication and Information, ICETCI 2023
出版商Institute of Electrical and Electronics Engineers Inc.
518-525
页数8
ISBN(电子版)9798350398410
DOI
出版状态已出版 - 2023
活动3rd IEEE International Conference on Electronic Technology, Communication and Information, ICETCI 2023 - Changchun, 中国
期限: 26 5月 202328 5月 2023

出版系列

姓名2023 IEEE 3rd International Conference on Electronic Technology, Communication and Information, ICETCI 2023

会议

会议3rd IEEE International Conference on Electronic Technology, Communication and Information, ICETCI 2023
国家/地区中国
Changchun
时期26/05/2328/05/23

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