基于阶次复现图的人体交感神经冷刺激缓解驾驶疲劳效果研究

IF 1.7 4区 医学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Fuwang Wang, Daping Chen
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引用次数: 0

摘要

疲劳驾驶极易引发交通事故,严重威胁驾驶员的生命和财产安全。因此,准确检测和有效缓解驾驶疲劳对确保驾驶员的人身安全至关重要。本研究提出了一种通过适当降温刺激人体交感神经来缓解驾驶疲劳的方法。该方法利用汽车坐垫上的智能降温吹风装置,通过降低驾驶员臀部、背部和颈部的温度,实现对驾驶员交感神经的冷刺激,从而提高交感神经的兴奋性,使驾驶员保持警觉,达到对抗驾驶疲劳的目的。鉴于传统的疲劳检测方法容易受到环境因素和个体差异的影响,本研究采用了基于脑电图(EEG)信号的阶次复现图(ORP)方法来检测驾驶疲劳。结果表明,两种驾驶状态(正常驾驶状态和感觉冷刺激驾驶状态)的脑电信号绘制的 ORP 纹理有显著差异,量化参数确定性(DET)和平均对角线长度(DLL)值也有显著差异。当温度为 21 ℃ 时,冷刺激受试者臀部、背部和颈部以缓解驾驶疲劳的效果最好。此外,与传统的缓解疲劳方法相比,本研究提出的感官冷刺激方法不易产生耐受性,对人体无损伤。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Study on the effect of human sympathetic nerve cold stimulation to relieve driving fatigue based on order recurrence plot.

Driving fatigue is very likely to cause traffic accidents, seriously threatening the lives and properties of drivers. Therefore, accurate detection and effective mitigation of driving fatigue are crucial for ensuring the personal safety of drivers. This study proposes a method to relieve driving fatigue by properly reducing the temperature to stimulate the human sympathetic nerve. The method uses the intelligent cooling and blowing device on the car seat cushion to achieve cold stimulation of the sympathetic nerve of the driver by reducing the temperature of the driver's hip, back and neck, so as to increase the excitement of the sympathetic nerve, keep the driver alert and achieve the purpose of fighting driving fatigue. In view of the fact that the traditional fatigue detection method is easily affected by environmental factors and individual differences, this study uses the order recurrence plot (ORP) method to detect driving fatigue based on electroencephalogram (EEG) signals. The results show that ORP textures drawn by EEG signals of the two driving conditions (normal driving condition and sensory cold stimulation driving condition) are significantly different, and the quantization parameters determinism (DET) and average diagonal line length (DLL) values are significantly different. Cold stimulation of the subjects' hips, back and neck to alleviate driving fatigue was the best when the temperature was 21 °C. In addition, compared with the traditional methods of fatigue relief, the sensory cold stimulation method proposed in this study does not easily to produce tolerance and has no damage to the body.

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来源期刊
CiteScore
4.10
自引率
6.20%
发文量
179
审稿时长
4-8 weeks
期刊介绍: The primary aims of Computer Methods in Biomechanics and Biomedical Engineering are to provide a means of communicating the advances being made in the areas of biomechanics and biomedical engineering and to stimulate interest in the continually emerging computer based technologies which are being applied in these multidisciplinary subjects. Computer Methods in Biomechanics and Biomedical Engineering will also provide a focus for the importance of integrating the disciplines of engineering with medical technology and clinical expertise. Such integration will have a major impact on health care in the future.
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