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驾驶疲劳恢复时间的心电信号分析 被引量:7

Study on driving fatigue recovery time based on ECG analysis
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摘要 适当的休息能有效缓解驾驶疲劳,提高行车安全。为探究科学的驾驶休息时间,开展试验,用MP150多通道生理信号采集仪,采集20名驾驶人4 h模拟驾驶作业后休息时的心电(ECG)信号,分析ECG信号的变化规律。结果表明:在驾驶疲劳恢复期,ECG指标心率(HR)、间期标准差(SDNN)、低高频比值(LF/HF)、样本熵(SampEn)与恢复时间高度线性相关,且性别差异对疲劳恢复期ECG指标有显著影响;驾驶人的心理疲劳恢复时间早于生理疲劳恢复时间;驾驶人主观恢复时间相对于客观疲劳恢复时间有提前现象;建议连续驾驶4 h后男性驾驶人休息时间不少于24 min,女性驾驶人休息时间不少于27 min。 Proper rest can alleviate driving fatigue and improve driving safety effectively.In order to explore the reasonable driving rest time,simulation experiments were carried out by using an MP150 multichannels physiological signal acquisition instrument.20 drivers ' ECG signals in fatigue recovery process after 4 hours simulated driving were collected.Then the ECG data were analyzed for obtaining the objective and subjective driver fatigue recovery time.The results show that the HR,standard deviation in N-N intervals (SDNN),the ratio of low frequency to high frequency (LF/HF) and sample entropy (SampEn)have a high linear correlation with recovery time during the driving fatigue recovery process,that the gender has a significant influence on the ECG indicators,that driver ' s mental fatigue recovery time is shorter than that for physical fatigue,that the subjective recovery time is shorter than that for objective fatigue recovery the rest time for men should not be less than 24 min,that for women should not be less than 27 min after 4 hours' continuous driving.
作者 王玉化 戚春华 朱守林 解松芳 赵婷 WANG Yuhua QI Chunhua ZHU Shoulin XIE Songfang ZHAO Ting(College of Energy and Traffic Engineering, Inner Mongolia Agriculture University, Hohhot Inner Mongolia 010018,China)
出处 《中国安全科学学报》 CAS CSCD 北大核心 2017年第8期7-12,共6页 China Safety Science Journal
基金 国家自然科学基金资助(51168036) 内蒙古自治区2015年博士研究生科研创新项目(B20151012915)
关键词 驾驶疲劳 恢复时间 心电(ECG)信号 疲劳类型 心率(HR) driving fatigue recovery time electrocardiogram(ECG) signal types of fatigue heart rate(HR)
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