IoT Based Automotive Driver Drowsiness Prediction System Using Heart Rate Variability and Galvanic Skin Response

Muhammad Atif Munir, Misal, Aazim Hassan, H. Tariq, Zubair Khalid
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引用次数: 3

Abstract

The fatigue of the driver is a major factor in multitudinous vehicle accidents. Therefore, the enervation of driver has been considered a paramount element to prevent the aforementioned problem. The research is instigated by studying the already existing techniques and their flaws. The study reveals that there is a tradeoff between cost and accuracy of the existing solutions. The research then focuses on an algorithm to cater the two prime drawbacks and finally proposes an IoT based wearable device solution which is affordable and provide desired outcomes.
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基于物联网的汽车驾驶员困倦预测系统,使用心率变异性和皮肤电反应
驾驶员的疲劳是造成许多交通事故的一个主要因素。因此,驱动程序的退化被认为是防止上述问题的重要因素。这项研究是在研究现有技术及其缺陷的基础上进行的。研究表明,现有解决方案的成本和准确性之间存在权衡。然后,研究重点是一种算法来满足这两个主要缺点,最后提出了一种基于物联网的可穿戴设备解决方案,该解决方案价格合理,并提供预期的结果。
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