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Relative Pose Estimation from Range Measurements for Collaborative SLAM System

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In this paper, we propose an algorithm that estimate 3D relative pose transformation based on range measurements between robots and pose estimates produced by VI-SLAM system. Specifically, we prove that 5 range measurements is needed at least to estimate 4 degrees-of-freedom relative pose transformation for nonsingular configurations. Additionally, a more efficient algebraic method is proposed to compute the unique solution which can be used as a good initial estimate for refinement process. Furthermore, we refine the initial estimate through iterative process to improve accuracy in the presence of noise. Finally, we validate the algorithm in simulation. The proposed algorithm based on range measurement is intended for use in collaborative SLAM system where map merging can be performed in more proactive manner, as contrast to the methods based on vision.

源语言英语
主期刊名Advances in Guidance, Navigation and Control - Proceedings of 2022 International Conference on Guidance, Navigation and Control
编辑Liang Yan, Haibin Duan, Yimin Deng, Liang Yan
出版商Springer Science and Business Media Deutschland GmbH
6381-6390
页数10
ISBN(印刷版)9789811966125
DOI
出版状态已出版 - 2023
活动International Conference on Guidance, Navigation and Control, ICGNC 2022 - Harbin, 中国
期限: 5 8月 20227 8月 2022

出版系列

姓名Lecture Notes in Electrical Engineering
845 LNEE
ISSN(印刷版)1876-1100
ISSN(电子版)1876-1119

会议

会议International Conference on Guidance, Navigation and Control, ICGNC 2022
国家/地区中国
Harbin
时期5/08/227/08/22

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