Range-only Relative Position Estimation for Multi-UAV

Junho Choi, E. Lee, Myeongwoo Jeong, Duckyu Choi, H. Myung
{"title":"Range-only Relative Position Estimation for Multi-UAV","authors":"Junho Choi, E. Lee, Myeongwoo Jeong, Duckyu Choi, H. Myung","doi":"10.23919/ICCAS55662.2022.10003929","DOIUrl":null,"url":null,"abstract":"Although a UAV itself is adaptable to variety of tasks, its low payload and short flight time limit its usage. As a way to overcome the limitations of a UAV, a multi-UAV system is being researched. In order to utilize the Multi-UAV system, it is essential to estimate the relative position of each UAV. In this paper, a relative position estimation method is proposed that requires only range measurements from each pair of UAV combinations. The positions of UAVs are estimated by minimizing the difference between the range measurements and the distance values which are calculated from each pair of estimated positions of UAVs. The performance of the proposed method is verified by five UAVs flight simulation. The range data are generated from the ground-truth positions of five UAVs and Gaussian noise added range data are used for the experiments.","PeriodicalId":129856,"journal":{"name":"2022 22nd International Conference on Control, Automation and Systems (ICCAS)","volume":"05 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 22nd International Conference on Control, Automation and Systems (ICCAS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/ICCAS55662.2022.10003929","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

Although a UAV itself is adaptable to variety of tasks, its low payload and short flight time limit its usage. As a way to overcome the limitations of a UAV, a multi-UAV system is being researched. In order to utilize the Multi-UAV system, it is essential to estimate the relative position of each UAV. In this paper, a relative position estimation method is proposed that requires only range measurements from each pair of UAV combinations. The positions of UAVs are estimated by minimizing the difference between the range measurements and the distance values which are calculated from each pair of estimated positions of UAVs. The performance of the proposed method is verified by five UAVs flight simulation. The range data are generated from the ground-truth positions of five UAVs and Gaussian noise added range data are used for the experiments.
基于距离的多无人机相对位置估计
虽然无人机本身适应各种任务,但其低有效载荷和短飞行时间限制了其使用。作为一种克服无人机局限性的方法,人们正在研究多无人机系统。为了利用多无人机系统,必须对各无人机的相对位置进行估计。本文提出了一种仅需要对每对无人机组合进行距离测量的相对位置估计方法。通过最小化距离测量值与每对无人机估计位置计算的距离值之间的差值来估计无人机的位置。通过五架无人机的飞行仿真验证了该方法的有效性。距离数据由五架无人机的真地位置生成,实验采用高斯噪声加距离数据。
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:604180095
Book学术官方微信