基于物联网的汽车驾驶员困倦预测系统,使用心率变异性和皮肤电反应

Muhammad Atif Munir, Misal, Aazim Hassan, H. Tariq, Zubair Khalid
{"title":"基于物联网的汽车驾驶员困倦预测系统,使用心率变异性和皮肤电反应","authors":"Muhammad Atif Munir, Misal, Aazim Hassan, H. Tariq, Zubair Khalid","doi":"10.1109/ICEET48479.2020.9048193","DOIUrl":null,"url":null,"abstract":"The fatigue of the driver is a major factor in multitudinous vehicle accidents. Therefore, the enervation of driver has been considered a paramount element to prevent the aforementioned problem. The research is instigated by studying the already existing techniques and their flaws. The study reveals that there is a tradeoff between cost and accuracy of the existing solutions. The research then focuses on an algorithm to cater the two prime drawbacks and finally proposes an IoT based wearable device solution which is affordable and provide desired outcomes.","PeriodicalId":144846,"journal":{"name":"2020 International Conference on Engineering and Emerging Technologies (ICEET)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"IoT Based Automotive Driver Drowsiness Prediction System Using Heart Rate Variability and Galvanic Skin Response\",\"authors\":\"Muhammad Atif Munir, Misal, Aazim Hassan, H. Tariq, Zubair Khalid\",\"doi\":\"10.1109/ICEET48479.2020.9048193\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The fatigue of the driver is a major factor in multitudinous vehicle accidents. Therefore, the enervation of driver has been considered a paramount element to prevent the aforementioned problem. The research is instigated by studying the already existing techniques and their flaws. The study reveals that there is a tradeoff between cost and accuracy of the existing solutions. The research then focuses on an algorithm to cater the two prime drawbacks and finally proposes an IoT based wearable device solution which is affordable and provide desired outcomes.\",\"PeriodicalId\":144846,\"journal\":{\"name\":\"2020 International Conference on Engineering and Emerging Technologies (ICEET)\",\"volume\":\"15 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 International Conference on Engineering and Emerging Technologies (ICEET)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICEET48479.2020.9048193\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 International Conference on Engineering and Emerging Technologies (ICEET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEET48479.2020.9048193","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

驾驶员的疲劳是造成许多交通事故的一个主要因素。因此,驱动程序的退化被认为是防止上述问题的重要因素。这项研究是在研究现有技术及其缺陷的基础上进行的。研究表明,现有解决方案的成本和准确性之间存在权衡。然后,研究重点是一种算法来满足这两个主要缺点,最后提出了一种基于物联网的可穿戴设备解决方案,该解决方案价格合理,并提供预期的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
IoT Based Automotive Driver Drowsiness Prediction System Using Heart Rate Variability and Galvanic Skin Response
The fatigue of the driver is a major factor in multitudinous vehicle accidents. Therefore, the enervation of driver has been considered a paramount element to prevent the aforementioned problem. The research is instigated by studying the already existing techniques and their flaws. The study reveals that there is a tradeoff between cost and accuracy of the existing solutions. The research then focuses on an algorithm to cater the two prime drawbacks and finally proposes an IoT based wearable device solution which is affordable and provide desired outcomes.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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