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Application of Heart Rate Variability Analysis to Electrocardiogram Recorded Outside the Driver's Awareness From an Automobile Steering Wheel

机译:心率变异性分析在汽车方向盘驾驶员心电图外记录中的应用

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Background Approximately 5% of motor vehicle deaths are assumed to be occur because of a cardiac event thought to be triggered by multiple factors. One important factor is an imbalance of sympathetic and parasympa-thetic nervous activities, which can be measured by analyzing heart rate variability (HRV). Therefore, a system has been developed to make electrocardiographic (ECG) recordings outside the driver's awareness from the steering wheel (steering-ECG) with an algorithm to remove noise.Methods and Results Steering-ECG and ECG from a chest lead (chest-ECG) were recorded simultaneously in 10 normal subjects while they were driving for 90min. For each of 4 parameters (instantaneous heart rate, low-and high-frequency components of HRV, and the ratio of these components in all subjects), mutual information was used to examine whether the fluctuation from the steering-ECG resembled that from the chest-ECG. The mutual information of each parameter was larger than 0.047 with 95% confidence interval (mutualinformation values vary from 0 to 1; threshold of significance: 0.047). Hence, the fluctuation of each steering-ECG parameter resembled its chest-ECG counterpart.Conclusions This system heralds a new driver-safety strategy by reporting alteration of autonomic nervous activity during driving.
机译:背景技术假设由于心脏病是由多种因素触发的,因此大约有5%的机动车死亡。一个重要因素是交感神经和副交感神经活动的失衡,这可以通过分析心率变异性(HRV)来衡量。因此,已经开发了一种系统,该系统可以通过方向盘(steering-ECG)在驾驶员的意识范围之外进行心电图(ECG)记录,并具有消除噪音的算法。 )在10个正常受试者行驶90分钟的同时进行了记录。对于四个参数中的每个参数(瞬时心率,HRV的低频和高频分量以及所有受试者中这些分量的比率),使用相互信息来检查转向ECG的波动是否类似于胸部的波动-心电图。每个参数的互信息大于0.047,置信区间为95%(互信息值从0到1;有效阈值:0.047)。因此,每个转向ECG参数的波动都与其对应的胸部ECG相似。结论该系统通过报告驾驶过程中自主神经活动的改变,预示了一种新的驾驶员安全策略。

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