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Driving simulator for performance monitoring with physiological sensors

机译:使用生理传感器进行性能监测驾驶模拟器

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This paper describes a driving monitoring system based on a car driving simulator, specifically built for this project, using inexpensive off-the-shelf game technology (software and hardware). The project aims to study the effect of drowsiness (caused by fatigue, alcohol consumption, etc.) in driving performance and how it can be detected in advance in order to mitigate accidents. To achieve this, the system is continuously monitoring driver's physiological signals (e.g., heart rate) as well as her/his driving behavior. Electrocardiography (ECG) signal plays a central role in this project, since a feature derived from it - the HRV (Heart Rate Variability), more concretely its power spectral distribution - is used to continuously estimate the driver's degree of awareness and therefore for generation of alarms. A preliminary evaluation of the proposed system is discussed through the presentation of some experimental results.
机译:本文介绍了一种基于汽车驾驶模拟器的驾驶监控系统,使用廉价的现成游戏技术(软件和硬件)专门为该项目而设计。该项目旨在研究嗜睡(由疲劳,饮酒等)在驱动性能方面的影响以及如何预先检测到如何减轻事故。为实现这一目标,该系统不断监测驾驶员的生理信号(例如,心率)以及她/他/他的驾驶行为。心电图(ECG)信号在该项目中起着核心作用,因为来自IT的功能 - HRV(心率变异性),更具体地,其功率谱分布 - 用于连续估计驾驶员的意识程度,从​​而实现警报。通过呈现一些实验结果,讨论了对所提出的系统的初步评估。

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