Application of modulated vibration to restore driver alertness

Q1 Engineering
K. Zou , M. Fard , J.L. Davy , S.R. Robinson
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引用次数: 0

Abstract

Since driving while drowsy is a significant cause of vehicle accidents, road safety could be improved if more effective methods were available for improving driver alertness. The present paper investigated whether it is possible to improve alertness via a wearable device that applied somatosensory vibration to the driver's wrist. The vibration used modulation frequencies ranging from 12 Hz to 50 Hz and a carrier frequency of 250 Hz. Random on-and-off intervals and variable vibration amplitudes were used to minimise sensory adaptation. Fifteen participants undertook a sixty-minute simulated driving task that caused drowsiness. Karolinska Sleepiness Scale (KSS), Power Spectral Density (PSD) and Higuchi's Fractal Dimension (HFD) analyses of brainwave signals were used to identify variations in driver alertness. The vibration stimulus was found to significantly improve alertness when compared to a no-vibration condition. Participants experienced an immediate improvement in alertness that reached significance within 9 min and was then sustained at the level seen at the beginning of the experiment, indicating a full restoration of alertness. This result demonstrates that wearable vibration devices have the potential to improve alertness in drivers.

应用调制振动恢复驾驶员的警觉性
由于瞌睡驾驶是车辆事故的一个重要原因,因此如果有更有效的方法来提高驾驶员的警觉性,就能改善道路安全。本文研究了是否有可能通过在驾驶员手腕上施加体感振动的可穿戴设备来提高警觉性。振动的调制频率从 12 赫兹到 50 赫兹不等,载波频率为 250 赫兹。随机的开关间隔和可变的振动幅度可最大限度地减少感官适应。15 名参与者进行了长达 60 分钟的模拟驾驶任务,该任务会引起嗜睡。对脑电波信号进行卡罗林斯卡嗜睡量表(KSS)、功率谱密度(PSD)和樋口分形维度(HFD)分析,以确定驾驶员警觉性的变化。结果发现,与无振动条件相比,振动刺激能显著提高警觉性。参与者的警觉性立即得到改善,并在 9 分钟内达到显著水平,然后持续到实验开始时的水平,表明警觉性完全恢复。这一结果表明,可穿戴振动设备具有提高驾驶员警觉性的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Transportation Engineering
Transportation Engineering Engineering-Automotive Engineering
CiteScore
8.10
自引率
0.00%
发文量
46
审稿时长
90 days
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