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Examining the Impact on Road Safety of Different Penetration Rates of Vehicle-to-Vehicle Communication and Adaptive Cruise Control

机译:考察车对车通信和自适应巡航控制不同穿透率对道路安全的影响

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摘要

In recent years, significant attention has been paid to the implementation of cooperative driving by means of the integration of Advanced Driver Assistance Systems (ADAS) and Vehicle-to-Vehicle (V2V) communication, which has led to a wide range of applications with the potential to enhance road safety and prevent traffic accidents. Prior to the implementation of these systems in vehicles, comprehensive analysis through exhaustive and realistic simulations is vital. Accordingly, this paper presents the effects on road safety of a variety of penetration rates of vehicles equipped with ADAS and V2V, either separately or combined, using the simulation platforms Scene Suite and Simulation of Urban Mobility (SUMO). A total of six simulation scenarios were developed, three for intersections and three for urban cases. The obtained results show that the ADAS Adaptive Cruise Control (ACC) requires combination with V2V communication in order to increase safety, especially in certain scenarios with side and rear-end collisions. However, V2V alone at the lowest penetration rate already provided a level of safety similar to the one reached by combining it with ADAS-ACC.
机译:近年来,通过高级驾驶员辅助系统(ADAS)和车对车(V2V)通信的集成,人们对合作驾驶的实施给予了极大的关注,这导致了汽车的广泛应用。增强道路安全和预防交通事故的潜力。在将这些系统应用于车辆之前,通过详尽而逼真的模拟进行全面分析至关重要。因此,本文使用模拟平台“场景套件”和“城市机动性模拟”(SUMO),分别或组合地介绍了配备有ADAS和V2V的车辆的各种穿透率对道路安全的影响。总共开发了六个模拟方案,三个用于交叉路口,三个用于城市案例。获得的结果表明,ADAS自适应巡航控制(ACC)需要与V2V通信结合使用,以提高安全性,尤其是在某些侧面和后端碰撞的情况下。但是,仅V2V的最低渗透率就已经提供了类似于将其与ADAS-ACC结合所达到的安全水平。

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