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Chasing the silver bullet: Measuring driver fatigue using simple and complex tasks

机译:追逐灵丹妙药:使用简单和复杂的任务来测量驾驶员疲劳

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摘要

Driver fatigue remains a significant cause of motor-vehicle accidents worldwide. New technologies are increasingly utilised to improve road safety, but there are no effective on-road measures for fatigue. While simulated driving tasks are sensitive, and simple performance tasks have been used in industrial fatigue management systems (FMS) to quantify risk, little is known about the relationship between such measures. Establishing a simple, on-road measure of fatigue, as a fitness-to-drive tool, is an important issue for road safety and accident prevention, particularly as many fatigue related accidents are preventable. This study aimed to measure fatigue-related performance decrements using a simple task (reaction time - RT) and a complex task (driving simulation), and to determine the potential for a link between such measures, thus improving FMS success. Fifteen volunteer participants (7 m, 8 f) aged 22-56 years (mean 33.6 years), underwent 26 h of supervised wakefulness before an 8h recovery sleep opportunity. Participants were tested using a 30-min interactive driving simulation test, bracketed by a 10-min psychomotor vigilance task (PVT) at 4, 8, 18 and 24 h of wakefulness, and following recovery sleep. Extended wakefulness caused significant decrements in PVT and driving performance. Although these measures are clearly linked, our analyses suggest that driving simulation cannot be replaced by a simple PVT. Further research is needed to closely examine links between performance measures, and to facilitate accurate management of fitness to drive, which requires more complex assessments of performance than RT alone.
机译:驾驶员疲劳仍然是全世界机动车事故的重要原因。越来越多地利用新技术来改善道路安全,但是目前尚无有效的疲劳缓解措施。尽管模拟驾驶任务很敏感,并且简单的性能任务已用于工业疲劳管理系统(FMS)中以量化风险,但人们对此类措施之间的关系知之甚少。建立一种简单的道路疲劳测量方法,作为适合驾驶的工具,是道路安全和事故预防的重要问题,特别是因为许多与疲劳有关的事故是可以预防的。这项研究旨在使用简单的任务(反应时间-RT)和复杂的任务(驾驶模拟)来测量与疲劳相关的性能下降,并确定这种方法之间可能存在联系的可能性,从而提高FMS的成功率。 15名志愿者参与者(7 m,8 f)年龄在22-56岁(平均33.6岁),在经过8小时的恢复睡眠机会之前接受了26小时的监督清醒。使用30分钟的互动驾驶模拟测试对参与者进行测试,并在清醒4、8、18和24小时以及恢复睡眠后进行10分钟的精神运动警惕任务(PVT)。长时间的清醒导致PVT和驾驶性能大幅下降。尽管这些措施之间有着明确的联系,但我们的分析表明,驾驶仿真无法用简单的PVT代替。需要进一步研究以紧密检查性能指标之间的联系,并促进对驾驶适应性的精确管理,这需要比仅RT进行更复杂的性能评估。

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