SmartSpaghetti: Accurate and robust tracking of Human's location

M. Uddin, Ajay Gupta, K. Maly, T. Nadeem, S. Godambe, A. Zaritsky
{"title":"SmartSpaghetti: Accurate and robust tracking of Human's location","authors":"M. Uddin, Ajay Gupta, K. Maly, T. Nadeem, S. Godambe, A. Zaritsky","doi":"10.1109/BHI.2014.6864321","DOIUrl":null,"url":null,"abstract":"An important tool of the Lean management is the “Spaghetti Diagram”, which helps to establish the optimum layout for a department or a ward based on the movements performed by patients, staff and/or products (e.g., x-ray machines). The spaghetti diagram is usually created manually in which the movements of staff members and/or patients are visually observed. In our previous work, we reported the development of SmartSpaghetti system, which generates the Spaghetti Diagram in an automated and non-intrusive way by tracking a human's location using the smartphone's inertia sensors. In this paper, we address the challenges of SmartSpaghetti system in tracking human's location by estimating the distance traveled and the direction change in an accurate and robust way. Finally, we show preliminary evaluation of the developed distance and direction estimation modules of SmartSpaghetti system.","PeriodicalId":177948,"journal":{"name":"IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/BHI.2014.6864321","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

Abstract

An important tool of the Lean management is the “Spaghetti Diagram”, which helps to establish the optimum layout for a department or a ward based on the movements performed by patients, staff and/or products (e.g., x-ray machines). The spaghetti diagram is usually created manually in which the movements of staff members and/or patients are visually observed. In our previous work, we reported the development of SmartSpaghetti system, which generates the Spaghetti Diagram in an automated and non-intrusive way by tracking a human's location using the smartphone's inertia sensors. In this paper, we address the challenges of SmartSpaghetti system in tracking human's location by estimating the distance traveled and the direction change in an accurate and robust way. Finally, we show preliminary evaluation of the developed distance and direction estimation modules of SmartSpaghetti system.
SmartSpaghetti:准确和强大的跟踪人类的位置
精益管理的一个重要工具是“意大利面图”,它有助于根据病人、工作人员和/或产品(如x光机)的运动建立一个部门或病房的最佳布局。意大利面图通常是手动创建的,其中可以直观地观察工作人员和/或患者的运动。在我们之前的工作中,我们报道了SmartSpaghetti系统的开发,该系统通过使用智能手机的惯性传感器跟踪人类的位置,以自动和非侵入式的方式生成意大利面图。在本文中,我们解决了SmartSpaghetti系统在跟踪人类位置方面的挑战,通过准确和鲁棒的方式估计行进距离和方向变化。最后,我们对开发的SmartSpaghetti系统的距离和方向估计模块进行了初步评价。
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