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Preliminary investigation of sleep-related driving fatigue experiment in Indonesia

机译:印度尼西亚与睡眠有关的驾驶疲劳实验的初步调查

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Sleep-related driving fatigue has been recognised as one main cause of traffic accidents. In Indonesia, experiment-based driving fatigue study is still very limited, therefore it is necessary to develop laboratory-based experiment procedure for sleep-related fatigue study. In this preliminary study, we performed a literature review to find references for the procedure and three pilot experiments to test the instruments and procedure to be used in measuring driving fatigue. Three subjects participated, both from experienced and inexperienced drivers. Our pilot experiments were performed on a driving simulator using OpenDS software with brake and lane change test reaction time measurement. We measured sleepiness by using Karolinska Sleepiness Scale (KSS) Questionnaire. The conditions of the experiment were based on illumination intensity as well as pre- and post-lunch session. We found that lane change reaction time is more potential than brake reaction time to measure driving performance as shown by the more fluctuating data. Post-lunch seems to induce drowsiness greater than illumination intensity. KSS questionnaire seems non-linear with driving performance data. We need to test further these speculations in the future studies involving a sufficient number of subjects. We also need to compare the effect of circadian rhythm and sleep deprivation on driving fatigue. The use of eye closure and physiological measurement in further study will enable us to measure driving fatigue more objectively. Considering the limitations, more preliminary experiments are required to be performed before conducting the main experiment of driving fatigue.
机译:与睡眠有关的驾驶疲劳已被认为是交通事故的主要原因之一。在印度尼西亚,基于实验的驾驶疲劳研究仍然非常有限,因此有必要为睡眠相关的疲劳研究开发基于实验室的实验程序。在这项初步研究中,我们进行了文献综述,以找到该程序的参考资料,并进行了三个试验性实验,以测试用于测量驾驶疲劳的仪器和程序。经验丰富和经验不足的驾驶员参加了三场比赛。我们的试验实验是在使用OpenDS软件的驾驶模拟器上进行的,该软件具有制动和换道测试反应时间测量功能。我们通过使用Karolinska嗜睡量表(KSS)问卷来测量嗜睡程度。实验条件基于光照强度以及午餐前后。我们发现,车道变化反应时间比制动反应时间更有潜力来衡量驾驶性能,如波动较大的数据所示。午餐后似乎会导致睡意大于照明强度。 KSS调查表似乎与驾驶表现数据无关。我们需要在涉及足够多学科的未来研究中进一步测试这些推测。我们还需要比较昼夜节律和睡眠不足对驾驶疲劳的影响。在进一步研究中使用闭眼和生理测量将使我们能够更客观地测量驾驶疲劳。考虑到这些限制,在进行驾驶疲劳的主要实验之前,需要进行更多的初步实验。

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