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Effect of Using Mobile Phones on Driver’s Control Behavior Based on Naturalistic Driving Data

机译:基于自然驾驶数据的移动电话对驾驶员控制行为的影响

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摘要

Distracted driving behaviors are closely related to crash risk, with the use of mobile phones during driving being one of the leading causes of accidents. This paper attempts to investigate the impact of cell phone use while driving on drivers’ control behaviors. Given the limitation of driving simulators in an unnatural setting, a sample of 134 cases related to cell phone use during driving were extracted from Shanghai naturalistic driving study data, which provided massive unobtrusive data to observe actual driving process. The process of using mobile phones was categorized into five operations, including dialing, answering, talking and listening, hanging up, and viewing information. Based on the concept of moving time window, the variation of the intensity of control activity, the sensitivity of control operation, and the stability of control state in each operation were analyzed. The empirical results show strong correlation between distracted operations and driving control behavior. The findings contribute to a better understanding of drivers’ natural behavior changes with using mobiles, and can provide useful information for transport safety management.
机译:分心的驾驶行为与碰撞风险密切相关,驾驶过程中使用手机是造成事故的主要原因之一。本文试图研究驾驶时使用手机对驾驶员控制行为的影响。考虑到驾驶模拟器在非自然环境中的局限性,从上海自然驾驶研究数据中提取了134例与驾驶中使用手机有关的案例,这些数据为观察实际驾驶过程提供了大量海量数据。使用手机的过程分为五种操作,包括拨号,接听,交谈和收听,挂断和查看信息。基于移动时间窗口的概念,分析了控制活动强度,控制操作的敏感性以及每个操作中控制状态的稳定性的变化。实验结果表明,分散注意力的操作与驾驶控制行为之间存在很强的相关性。这些发现有助于更好地了解驾驶员使用手机的自然行为变化,并可以为运输安全管理提供有用的信息。

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