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FUZZY ESTIMATION OF VEHICLE SPEED IN PEDESTRIAN COLLISION ACCIDENTS

机译:行人碰撞事故中车辆速度的模糊估计

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摘要

This paper proposes a fuzzy tool capable of determining a pedestrian's trajectory and vehicle collision speed based on relevant data readily obtainable from an accident site or reasonably approximated through a simulation analysis. The input parameters for the model can also take into account the longitudinal gradient of the road. In developing the proposed fuzzy tool, valid membership functions were determined using references from not only actual collision accidents and experimental test data but also 390 cases supplemented through computer simulation. The fuzzy tool developed deduces the category of the pedestrian's trajectory and the collision speed of the vehicle using 5 membership functions and 2 logic rules. The logic rules are organized into 2 stages, the first being designed to identify the pedestrian's trajectory and the second being designed to determine the vehicle collision speed. The throw distance membership function was set according to the deduced trajectory category. The fuzzy tool was implemented in a computer program and validated by comparison with the empirical and computer simulation data. This fuzzy tool, which uses information easily collectable at an accident site, may be more precise and of more practical value than other popular methods of analysis of pedestrian collisions.
机译:本文提出了一种模糊工具,能够基于从事故现场容易获得或通过模拟分析合理估算的相关数据来确定行人的轨迹和车辆碰撞速度。模型的输入参数也可以考虑道路的纵向坡度。在开发所提出的模糊工具时,不仅参考了实际的碰撞事故和实验测试数据,还通过计算机模拟补充了390个案例,从而确定了有效的隶属函数。开发的模糊工具使用5个隶属函数和2个逻辑规则推导出行人的轨迹类别和车辆的碰撞速度。逻辑规则分为两个阶段,第一个阶段设计为识别行人的轨迹,第二个阶段设计为确定车辆碰撞速度。投掷距离隶属度函数是根据推论的轨迹类别设置的。模糊工具是在计算机程序中实现的,并通过与经验和计算机仿真数据进行比较进行了验证。这种模糊的工具使用了在事故现场易于收集的信息,它可能比其他流行的行人碰撞分析方法更精确,更具有实用价值。

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