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When do driver errors occur? Using in-depth accident analysis to derive requirements for Advanced Driver Assistance Systems

机译:发生驱动程序错误?使用深入的事故分析来导出高级驾驶员辅助系统的要求

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Driver errors are the major cause of road accidents. Only about 5 percent of all accidents are caused by purely technical failure. The development of Advanced Driver Assistance Systems (ADAS) is driven by the idea to support the driver to prevent accidents. Depending on the actual situation this assistance can be given by the use of information, warning or active support. An in-depth analysis of the pre-crash phase may help to derive requirements for ADAS to increase safety. Nearly 4500 accidents protocols of the region Braunschweig were analysed on the basis of an information processing model of Hacker [3] and Rasmussen [6] concerning the underlying errors and their psychological causes. The analysis of drivers' errors gives information on the functionality of the ADAS which is required, e.g. granting the right of way when turning left. Conclusions regarding the implementation of the ADAS can be drawn from the analysis of the psychological causes. For example, when the driver was inattentive, a warning system could already be sufficient to prevent the accident. The analysis reveals three main areas where ADAS could prevent accidents: (1) An intersection assistance system which recognises drivers and cyclists from different directions having right of way could prevent 26.1percent of all severe accidents. The psychological causes often lie in a lack of perception. Thus, a warning system might already be effective. (2) A collision avoidance system with situation dependent distance and speed control which recognises stationary vehicles and supports the driver's braking manoeuvre. Such a system could prevent 17.5percent of all severe accidents. Due to the fact that these accidents are caused by wrong decisions of the drivers, active support of the driver is essential. (3) A system for the situation dependent speed control with additional lateral control could prevent 20.4percent of severe accidents. Here, active support is also required. This report is written on the basis of research project FE-Nr.82.214 by order of the Federal Ministry of Transport, Building and Housing represented by the Federal Highway Research Institute. The author has the full responsibility for the content of this article.
机译:司机错误是道路事故的主要原因。只有大约5%的事故都是由纯技术失败引起的。先进的驾驶员援助系统(ADAS)的发展是由我们支持驾驶员来防止事故的主意。根据实际情况,可以通过使用信息,警告或主动支持来给出这种援助。对预崩溃阶段的深入分析可能有助于导出ADA增加安全性的要求。根据黑客[3]和Rasmussen [6]的信息处理模型,分析了近4500年的Braunschweig的事故协议,关于潜在的错误及其心理原因。驱动程序错误的分析提供有关需要的ADA的功能的信息,例如,向左转时授予通行权。关于ADA实施的结论可以从对心理原因的分析中汲取。例如,当驾驶员不完了时,警告系统已经足以防止事故。该分析揭示了三个主要领域,Adas可以防止事故:(1)一个交叉口援助制度,援引来自不同方向的司机和骑自行车者可以预防所有严重事故的26.1次。心理原因往往缺乏感知。因此,警告系统可能已经有效。 (2)采用情况依赖距离和速度控制的碰撞避免系统,识别静止车辆并支持驾驶员的制动机动。这种系统可以防止所有严重事故的17.5。由于这些事故是由司机的错误决定引起的,因此司机的积极支持至关重要。 (3)具有额外横向控制的情况依赖速度控制的系统可以防止20.4强烈的事故。这里,也需要主动支持。本报告按联邦公路研究所代表联邦交通,建筑和住房部的秩序按研究项目FE-NR.82.214编写。作者对本文内容充分责任。

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