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Investigating Car Users’ Driving Behaviour through Speed Analysis

机译:通过速度分析调查汽车用户的驾驶行为

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摘要

Speed has been identified for a long time as a key risk factor in road traffic: inappropriate speeds contribute to a relevant part of traffic accidents. Many literature studies have focused on the relationship between speed and accident risk. Starting from this consideration this paper investigates traffic accident risk by analysing the travelling speeds recorded by real tests on the road. A survey was conducted to collect experimental speed values in a real context. A specific road segment, belonging to an Italian rural two-lane road, was repeatedly run by 27 drivers in order to collect the instantaneous speed values for each trajectory. Smartphone-equipped vehicles were used to record continuous speed data. The recorded data were used to calculate: the average speed, 50th and 85th percentile speed for each geometric element of the analysed road segment. The main result of the research is the classification of car users’ driving behaviour based on the speed values. By using the above mentioned ranges of speed, the classification provides three types of driving behaviour: safe, unsafe, and safe but potentially dangerous. It was found that only four drivers feature “safe” behaviour, driving in a safe manner on most of the road elements. However, the major part of drivers, even if they feature safe behaviour, could be dangerous for other drivers because they drive at very low speeds.
机译:长期以来,速度一直被认为是道路交通的主要危险因素:不适当的速度会造成交通事故的相关部分。许多文献研究集中在速度与事故风险之间的关系上。从这一考虑出发,本文通过分析实际道路上记录的行驶速度来调查交通事故风险。进行了一项调查,以收集真实环境中的实验速度值。为了收集每个轨迹的瞬时速度值,一个属于意大利农村两车道的特定路段被27个驾驶员重复行驶。配备智能手机的车辆用于记录连续速度数据。记录的数据用于计算:被分析路段的每个几何元素的平均速度,第50和第85个百分位速度。研究的主要结果是基于速度值对汽车用户的驾驶行为进行分类。通过使用上述提到的速度范围,分类提供了三种驾驶行为:安全,不安全和安全但有潜在危险。结果发现,只有四个驾驶员具有“安全”行为,可以在大多数道路元素上以安全的方式行驶。但是,驾驶员的主要部分即使具有安全的行为,也可能对其他驾驶员造成危险,因为他们以非常低的速度行驶。

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