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Analysis of vigilance decline during a simulated monotonous driving task

机译:模拟单调驾驶任务期间的警惕性下降分析

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Drowsy driving is a serious safety problem. A driver's vigilance declines not only with fatigue or sleep loss but also with a monotonous driving under low workload. However, the vigilance decline due to task monotony has not been analyzed comprehensively. In this study, a technique to evaluate vigilance level was developed and applied to determine the vigilance characteristics of 88 subjects during a simulated driving task. First, an indicator of vigilance level was defined based on the change in reaction time (reaction delay time) during a choice-reaction task that simulates car following on a highway. Then, by a driving simulator experiment, the reaction delay time was correlated with the danger level for a lane departure to quantitatively determine the subject's vigilance level. Next, by conducting another simulated driving experiment, large reaction delays, which would cause a lane departure, were observed in more than 70 percent of the subjects. These delays tended to appear in early stages of the task, and remained throughout the task. The subjects were categorized into five groups by the change patterns of the reaction delay, reflecting individual differences. Finally, a correlation is suggested between the vigilance decline level and the 'extrovert level' of the subject determined by a personality test.
机译:困倦驾驶是一个严重的安全问题。驾驶员的警惕性不仅会因疲劳或睡眠不足而下降,而且在低工作负荷下单调驾驶也会降低。但是,由于任务单调引起的警惕性下降尚未得到全面分析。在这项研究中,开发了一种评估警惕性水平的技术,并将其应用于确定模拟驾驶任务期间88名受试者的警觉性特征。首先,基于选择反应任务期间反应时间(反应延迟时间)的变化来定义警戒级别的指标,该选择反应任务模拟高速公路上的汽车跟随。然后,通过驾驶模拟器实验,将反应延迟时间与车道偏离的危险程度相关联,以定量确定受试者的警惕程度。接下来,通过进行另一个模拟驾驶实验,在超过70%的受试者中观察到了大的反应延迟,这会导致车道偏离。这些延迟往往出现在任务的早期阶段,并在整个任务过程中仍然存在。根据反应延迟的变化模式将受试者分为五组,反映出个体差异。最后,建议在警惕性下降水平与通过性格测验确定的受试者的“外向性水平”之间存在相关性。

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