Analysis of Driving Behavior and Workload of Elderly Drivers on Freeways

Minsoo Oh, J. Jang, C. Oh, Keunsoo Han
{"title":"Analysis of Driving Behavior and Workload of Elderly Drivers on Freeways","authors":"Minsoo Oh, J. Jang, C. Oh, Keunsoo Han","doi":"10.7470/jkst.2020.38.3.176","DOIUrl":null,"url":null,"abstract":"The aging problem is a significant issue in terms of overall aspects of society, and the need for making traffic safety policies is of keen interest because the increase in elderly drivers may have an impact on traffic safety. Therefore, the primary purpose of this study was to identify the characteristics of elderly drivers’ driving behaviors on freeways and to evaluate the workload of elderly drivers. The driving behavior of subjects was evaluated by utilizing the trajectory data optained from driving simulation experiments. In addition, the workload of subjects was estimated based on the ratio of beta waves to entire brain waves, which were collected while the participants were conducting the driving experiment. As a result, the average of elderly drivers’ speed was lower by 6% than non-elderly drivers. However, the average of the standard deviation of elderly drivers’ speed, which is a measure of effectiveness to represent the longitudinal driving stability, was higher about 25% than non-elderly drivers. Moreover, the average of the standard deviation of the lane position of elderly drivers on freeways, which indicates how they are stable on lateral driving, was higher about 31% compared to non-elderly drivers. Besides, the amount of beta wave of elderly drivers, which shows a driver’s psychological workload, was higher about 11% than non-elderly drivers. This study is expected to be utilized as a fundamental data when policies for elderly drivers are established in order to improve traffic safety in the aging society.","PeriodicalId":146954,"journal":{"name":"Journal of the Eastern Asia Society for Transportation Studies","volume":"38 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the Eastern Asia Society for Transportation Studies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.7470/jkst.2020.38.3.176","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

The aging problem is a significant issue in terms of overall aspects of society, and the need for making traffic safety policies is of keen interest because the increase in elderly drivers may have an impact on traffic safety. Therefore, the primary purpose of this study was to identify the characteristics of elderly drivers’ driving behaviors on freeways and to evaluate the workload of elderly drivers. The driving behavior of subjects was evaluated by utilizing the trajectory data optained from driving simulation experiments. In addition, the workload of subjects was estimated based on the ratio of beta waves to entire brain waves, which were collected while the participants were conducting the driving experiment. As a result, the average of elderly drivers’ speed was lower by 6% than non-elderly drivers. However, the average of the standard deviation of elderly drivers’ speed, which is a measure of effectiveness to represent the longitudinal driving stability, was higher about 25% than non-elderly drivers. Moreover, the average of the standard deviation of the lane position of elderly drivers on freeways, which indicates how they are stable on lateral driving, was higher about 31% compared to non-elderly drivers. Besides, the amount of beta wave of elderly drivers, which shows a driver’s psychological workload, was higher about 11% than non-elderly drivers. This study is expected to be utilized as a fundamental data when policies for elderly drivers are established in order to improve traffic safety in the aging society.
高速公路老年驾驶员驾驶行为与负荷分析
老龄化问题在社会的各个方面都是一个重大问题,制定交通安全政策的必要性引起了人们的浓厚兴趣,因为老年司机的增加可能会对交通安全产生影响。因此,本研究的主要目的是识别老年驾驶员在高速公路上的驾驶行为特征,并评估老年驾驶员的工作量。利用驾驶仿真实验获得的轨迹数据对被试的驾驶行为进行评价。此外,根据在受试者进行驾驶实验时收集的β波与整个脑电波的比例,估计受试者的工作量。结果,老年司机的平均车速比非老年司机低6%。然而,老年司机的速度标准差(代表纵向驾驶稳定性的有效性度量)的平均值比非老年司机高约25%。此外,与非老年司机相比,老年司机在高速公路上车道位置的平均标准差(表明他们在横向行驶时的稳定性)高出约31%。此外,老年司机的β波量(反映司机的心理工作量)比非老年司机高11%左右。这一研究结果有望成为制定老年驾驶员政策、提高老龄化社会交通安全的基础数据。
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:481959085
Book学术官方微信