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Automated guided vehicle indoor positioning method based cellular automata

  • Jian Sun
  • , Yongling Fu
  • , Shengguang Li*
  • , Yujie Su
  • *此作品的通讯作者
  • Beihang University
  • Ministry of Public Security of the People's Republic of China
  • North China University of Water Resources and Electric Power

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Automated guided vehicle (AGV) can greatly improve warehousing operation efficiency and reduce labor costs. As a key technology, the positioning method is crucial for the path planning and cruising of AGVs. In view of existing technology, the method with high positioning precision is too expensive, and the low cost method performance is too poor. In this paper, a low cost and high precision positioning method based on cellular automata is proposed. This method utilizes the wireless communication system that AGV has equipped to complete the positioning through the continuous iteration of simple cell evolution rules in the cell space mapped by the positioning space. For the problem of positioning errors caused by environmental factors changing and equipment aging, this method integrates spatiotemporal correlation and differential calculations as constraints in the evolution rules to achieve high-precision positioning. Through simulation experiments, the feasibility and effectiveness of the method are verified and analyzed. It has a good application prospect.

源语言英语
主期刊名Proceedings of 2018 Chinese Intelligent Systems Conference - Volume I
编辑Yingmin Jia, Junping Du, Weicun Zhang
出版商Springer Verlag
615-630
页数16
ISBN(印刷版)9789811322877
DOI
出版状态已出版 - 2019
活动Chinese Intelligent Systems Conference, CISC 2018 - Wenzhou, 中国
期限: 1 1月 20191 1月 2019

出版系列

姓名Lecture Notes in Electrical Engineering
528
ISSN(印刷版)1876-1100
ISSN(电子版)1876-1119

会议

会议Chinese Intelligent Systems Conference, CISC 2018
国家/地区中国
Wenzhou
时期1/01/191/01/19

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