A Multi-stage Precision Landing Method for Autonomous eVTOL Based on Multi-marker Joint Localization

Senwei Xiang, Minxiang Ye, Shiqiang Zhu, J. Gu, Anhuan Xie, Zehua Men
{"title":"A Multi-stage Precision Landing Method for Autonomous eVTOL Based on Multi-marker Joint Localization","authors":"Senwei Xiang, Minxiang Ye, Shiqiang Zhu, J. Gu, Anhuan Xie, Zehua Men","doi":"10.1109/ROBIO55434.2022.10011837","DOIUrl":null,"url":null,"abstract":"Electric vertical takeoff and landing aircraft (eVTOL) has drawn more and more attention from home and abroad in recent years. It is believed autonomous eVTOL will create a new era of Urban Air Mobility (UAM) and Advanced Air Mobility (AAM). To autonomous eVTOL, precision landing is an extremely critical operation for it directly affects flight safety. In this paper, we analyze the special issues an eVTOL will encounter when it lands in the UAM applications. A multi-stage precision landing method based on multi-marker joint localization is proposed accordingly. Our method contains three key elements: a compatible vertiport with multiple visual markers; an accurate, fast detection and localization algorithm for the vertiport and a multi-stage landing strategy. We implement our method on an eVTOL prototype named ZJ-Copter developed by Zhejiang Lab. A series of real-world experiments have been conducted to validate the effectiveness and accuracy of the proposed method. Experiment results show that our method works well in real-world scenarios for autonomous eVTOL without GPS signal during landing process. The positioning accuracy is less than 0.1m (altitude $< \\mathbf{10}\\mathbf{m}$), while the landing accuracy is less than 0.5m.","PeriodicalId":151112,"journal":{"name":"2022 IEEE International Conference on Robotics and Biomimetics (ROBIO)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE International Conference on Robotics and Biomimetics (ROBIO)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ROBIO55434.2022.10011837","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

Electric vertical takeoff and landing aircraft (eVTOL) has drawn more and more attention from home and abroad in recent years. It is believed autonomous eVTOL will create a new era of Urban Air Mobility (UAM) and Advanced Air Mobility (AAM). To autonomous eVTOL, precision landing is an extremely critical operation for it directly affects flight safety. In this paper, we analyze the special issues an eVTOL will encounter when it lands in the UAM applications. A multi-stage precision landing method based on multi-marker joint localization is proposed accordingly. Our method contains three key elements: a compatible vertiport with multiple visual markers; an accurate, fast detection and localization algorithm for the vertiport and a multi-stage landing strategy. We implement our method on an eVTOL prototype named ZJ-Copter developed by Zhejiang Lab. A series of real-world experiments have been conducted to validate the effectiveness and accuracy of the proposed method. Experiment results show that our method works well in real-world scenarios for autonomous eVTOL without GPS signal during landing process. The positioning accuracy is less than 0.1m (altitude $< \mathbf{10}\mathbf{m}$), while the landing accuracy is less than 0.5m.
基于多标记关节定位的自主eVTOL多级精密着陆方法
电动垂直起降飞机(eVTOL)近年来越来越受到国内外的关注。人们相信,自动eVTOL将开创城市空中交通(UAM)和先进空中交通(AAM)的新时代。对于自主eVTOL来说,精确着陆是一项极其关键的操作,它直接影响到飞行安全。本文分析了eVTOL在UAM应用中遇到的一些特殊问题。据此,提出了一种基于多标记关节定位的多级精密着陆方法。我们的方法包含三个关键元素:具有多个视觉标记的兼容垂直端口;一种准确、快速的垂直起降检测与定位算法及多级降落策略。我们在浙江实验室开发的eVTOL原型机ZJ-Copter上实现了我们的方法。一系列的实际实验验证了该方法的有效性和准确性。实验结果表明,该方法在无GPS信号的自主eVTOL着陆过程中效果良好。定位精度小于0.1m(高度$< \mathbf{10}\mathbf{m}$),着陆精度小于0.5m。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信