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Assessing the effects of auditory-vocal distraction on driving performance and physiological measures using a driving simulator

机译:使用驾驶模拟器评估听觉分心对驾驶性能和生理指标的影响

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In this research, a driving simulator experiment with physiological sensors is conducted to quantify the effect of an increase in workload on driving performance and physiological state in the presence of particular road situations. A secondary cognitive task with multiple levels of difficulty designed to simulate auditory-vocal distraction is added to the primary driving task. Driving performance and physiological indices such as heart rate and skin conductance level are monitored throughout the experiment. Nonparametric statistical tests are used to test the effect of the secondary task at three different road situations frequently encountered in an urban context. It is hypothesized that an increase in workload leads to variations in the driver's physiology as well as decrement in his/her driving performance. Results of the study showed that the driver adopts a regulatory behavior at the operational level (e.g., reduces the speed) in order to allow the performance of the additional task and driving at the same time. The effect of the regulatory behavior is minor on the longitudinal and lateral control measures (e.g., the speed, the pedal depression, the lane position). However, the impact on the reaction time can have important implications for road safety. An increase in the heart rate and skin conductance level reflects the increase in the cognitive workload when performing the secondary task. No major differences are found in terms of the driving performance and the physiological measures across the difficulty levels of the secondary task at the three considered road situations. In order to maintain control of driving, particularly at the high levels of difficulty, some subjects are found to pay less attention to the secondary task and shift their focus towards the primary driving task. The study highlights the advantage of implementing the driver's cognitive workload measures in the development, design, and assessment of effective in-vehicle safety systems. (C) 2018 Elsevier Ltd. All rights reserved.
机译:在这项研究中,进行了带有生理传感器的驾驶模拟器实验,以量化在特定路况下工作量增加对驾驶性能和生理状态的影响。旨在模拟听觉和声音分散注意力的具有多个难度级别的辅助认知任务被添加到了主要驾驶任务中。在整个实验过程中,都会监控驾驶性能和生理指标,例如心率和皮肤电导水平。非参数统计测试用于测试在城市环境中经常遇到的三种不同道路情况下次要任务的效果。假设工作量的增加会导致驾驶员的生理变化以及驾驶性能的下降。研究结果表明,驾驶员在操作级别采取了规范行为(例如,降低了速度),以便同时执行其他任务和驾驶。调节行为对纵向和横向控制措施(例如速度,踏板踩下,车道位置)的影响很小。但是,对反应时间的影响可能会对道路安全产生重要影响。心率和皮肤电导水平的增加反映了执行次要任务时认知工作量的增加。在三种考虑的道路情况下,在次要任务的难度级别上的驾驶性能和生理指标方面,没有发现主要差异。为了维持对驾驶的控制,特别是在高难度下,人们发现一些受试者对次要任务的关注较少,而将注意力转移到主要驾驶任务上。该研究强调了在有效的车载安全系统的开发,设计和评估中实施驾驶员的认知工作量测量的优势。 (C)2018 Elsevier Ltd.保留所有权利。

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