Physiological Signals in Driving Scenario - How Heart Rate and Skin Conductance Reveal Different Aspects of Driver's Cognitive Load

T. Dang, A. Tapus
{"title":"Physiological Signals in Driving Scenario - How Heart Rate and Skin Conductance Reveal Different Aspects of Driver's Cognitive Load","authors":"T. Dang, A. Tapus","doi":"10.5220/0004901203780384","DOIUrl":null,"url":null,"abstract":"Driver’s cognitive load has always been associated with the driver’s heart rate activity and his/her skin conductance activity. However, what aspects of cognitive load that these signals relate to have never been clearly studied. This paper presents our preliminary results about the relationship between the different physiological signals (heart rate and skin conductance) and the driver’s cognitive load. Via one experiment with simulated car driving environment and one experiment in real flying environment, our data suggests that subjects’ heart rate relates to the number of events to be processed by the human driver while the skin conductance relates to the novelty of the driving task. Given the small population involved in these experiments, tests on more subjects are planned and reported in the future.","PeriodicalId":326453,"journal":{"name":"International Conference on Physiological Computing Systems","volume":"74 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Physiological Computing Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5220/0004901203780384","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

Abstract

Driver’s cognitive load has always been associated with the driver’s heart rate activity and his/her skin conductance activity. However, what aspects of cognitive load that these signals relate to have never been clearly studied. This paper presents our preliminary results about the relationship between the different physiological signals (heart rate and skin conductance) and the driver’s cognitive load. Via one experiment with simulated car driving environment and one experiment in real flying environment, our data suggests that subjects’ heart rate relates to the number of events to be processed by the human driver while the skin conductance relates to the novelty of the driving task. Given the small population involved in these experiments, tests on more subjects are planned and reported in the future.
驾驶情景中的生理信号——心率和皮肤电导如何揭示驾驶员认知负荷的不同方面
驾驶员的认知负荷一直与驾驶员的心率活动和皮肤电导活动有关。然而,这些信号与认知负荷的哪些方面有关还没有得到明确的研究。本文介绍了不同生理信号(心率和皮肤电导)与驾驶员认知负荷之间关系的初步结果。通过一个模拟汽车驾驶环境的实验和一个真实飞行环境的实验,我们的数据表明,受试者的心率与人类驾驶员需要处理的事件数量有关,而皮肤电导与驾驶任务的新颖性有关。考虑到参与这些实验的人数较少,未来将计划和报告更多的受试者。
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