A Method for Pedestrian Position Estimation using Inter-Vehicle Communication

Y. Sawa, T. Kitani, N. Shibata, K. Yasumoto, M. Ito
{"title":"A Method for Pedestrian Position Estimation using Inter-Vehicle Communication","authors":"Y. Sawa, T. Kitani, N. Shibata, K. Yasumoto, M. Ito","doi":"10.1109/GLOCOMW.2008.ECP.57","DOIUrl":null,"url":null,"abstract":"In this paper, we propose a method for detecting the positions of pedestrians by cooperation of multiple cars with directional antennas to support drivers for pedestrian safety. In the method, each pedestrian carries a device which periodically transmits a beacon with a unique ID, and each car passing near the pedestrian receives the beacon by a directional antenna and measures the distance and the angle of arrival. We assume the distribution of the measurement errors to be a normal distribution, and the system calculates the existence probabilities of each pedestrian at each point. By exchanging information of the probabilities between cars, the area with high existence probability is narrowed down. In this paper, we first describe the situations where detecting positions of pedestrians greatly contribute to pedestrian safety, and then we describe the probability model used in our method, the method for calculating existence probabilities from information from multiple cars, and the protocol for exchanging the probability information between cars. We evaluated our method on QualNet simulator, and confirmed that the positions can be detected accurately enough for practical uses.","PeriodicalId":410930,"journal":{"name":"2008 IEEE Globecom Workshops","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 IEEE Globecom Workshops","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GLOCOMW.2008.ECP.57","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

Abstract

In this paper, we propose a method for detecting the positions of pedestrians by cooperation of multiple cars with directional antennas to support drivers for pedestrian safety. In the method, each pedestrian carries a device which periodically transmits a beacon with a unique ID, and each car passing near the pedestrian receives the beacon by a directional antenna and measures the distance and the angle of arrival. We assume the distribution of the measurement errors to be a normal distribution, and the system calculates the existence probabilities of each pedestrian at each point. By exchanging information of the probabilities between cars, the area with high existence probability is narrowed down. In this paper, we first describe the situations where detecting positions of pedestrians greatly contribute to pedestrian safety, and then we describe the probability model used in our method, the method for calculating existence probabilities from information from multiple cars, and the protocol for exchanging the probability information between cars. We evaluated our method on QualNet simulator, and confirmed that the positions can be detected accurately enough for practical uses.
基于车辆间通信的行人位置估计方法
在本文中,我们提出了一种多车协同定向天线检测行人位置的方法,以支持驾驶员对行人的安全。在该方法中,每个行人携带一个装置,该装置定期发送具有唯一ID的信标,经过行人附近的每辆汽车通过定向天线接收信标并测量距离和到达角度。我们假设测量误差的分布为正态分布,系统计算每个行人在每个点的存在概率。通过车与车之间的概率信息交换,缩小存在概率高的区域。在本文中,我们首先描述了行人位置检测对行人安全有很大贡献的情况,然后描述了我们方法中使用的概率模型,从多辆车的信息中计算存在概率的方法,以及车辆之间交换概率信息的协议。我们在QualNet模拟器上评估了我们的方法,并证实了该方法可以准确地检测到实际应用中的位置。
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