Dynamic risk assesment for driver response in passing over obstacles

O. Yakut, H. Eren, M. Kaya, E. Oksuztepe, M. Polat, Z. Omac, D. Bekler, H. Kurum, M. Celenk
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Abstract

In the urban areas, drivers may need to step over obstacles for safety caution. At this stage, drivers have to slow down and move at low speed while passing over curbs. If there is an obstacle in front or back of the car, driver should step on the gas to speed up the car from zero to cautionary speed to pass over it. The obstacle in question could be curbs, bumper or rim over urban areas. In this scenario, we consider a particular obstacle, namely, a curb. Hence, the driver has to climb over the curb by stepping on the gas, which, in turn, creates a critical driving situation emerging risky move contemplating the car driven or pedestrians as well as obstacles around the car. In this work, depending on response time of driver, while car crosses over obstacle, lateral distance of car taken unintentionally have been estimated. Considering this distance, emerging risk by the situation has been investigated along with influence of height on risk severity experimentation. Relationship among response time of driver, obstacle height and unintentional moving backward distance is determined and presented as a parametric response or outcome function. The study is extended further for modeling unintentional driving behavior in passing over obstacle risk assessment. Subsequently, the undertaken research has enabled us to deduce compensation between the driver response, steep level and geometry of the curb. Furthermore, we give an assessment for estimating the risk causing of the driver response in passing over curb.
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驾驶员越障反应的动态风险评估
在城市地区,司机可能需要跨过障碍物以保持安全。在这个阶段,司机在通过路边石时必须减速和低速行驶。如果前面或后面有障碍物,司机应该踩油门,使汽车从零加速到警告速度,以超过它。问题中的障碍可能是城市地区的路缘、保险杠或轮辋。在这种情况下,我们考虑一个特定的障碍,即路边。因此,司机必须踩油门爬过路沿,这反过来又造成了危险的驾驶情况,考虑到驾驶的汽车或行人以及汽车周围的障碍物。在这项工作中,根据驾驶员的反应时间,在汽车越过障碍物时,估计了汽车无意中采取的横向距离。考虑到这一距离,研究了情况下出现的风险,并进行了高度对风险严重性的影响实验。确定了驾驶员响应时间、障碍物高度和非故意向后移动距离之间的关系,并将其表示为参数响应或结果函数。在此基础上,进一步扩展了对非故意驾驶行为越障风险评估的建模。随后,进行的研究使我们能够推断驾驶员响应,陡峭水平和路缘几何之间的补偿。此外,我们给出了一个评估的风险,以估计司机的反应,在通过路边。
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