论文标题
使用连接的车辆(CV)技术开发汽车重新穿线算法
Developing a Vehicle Re-routing Algorithm using Connected Vehicle (CV) Technology
论文作者
论文摘要
车辆临时网络(VANETS)是车辆通信的核心,并提供基本的无线通信体系结构,以支持车辆到车辆(V2V)和车辆到基础设施(V2I)通信。因此,通过仅利用通信技术,互联车辆(CVS)可以通过动态道路网络导航。但是,此类车辆仍处于起步阶段,但预计将对安全性和流动性产生重大影响,例如在发生车辆崩溃或其他道路事件的情况下减少非持续交通拥堵。为了评估其影响,这项研究研究了通过开发智能主动的重新路由算法发生车辆故障时使用CVS的好处。由于缺乏现实世界数据,本文采用了一个集成的模拟框架,该框架由V2X(Omnet ++)通信模拟器和流量显微镜模拟器(SUMO)组成。开发的算法功能使得当车辆在实时交通车道内分解时,系统会检测到故障,立即生成警告消息,并将其传输到接近车辆。根据实时通知,知情的车辆主动将其重新驶向替代道路,以避免崩溃区。开发了两种情况,其中启用了V2X和残疾系统的连接处内外发生故障。结果表明,支持V2X的简历重新布置机制可以通过降低拥堵并通过平滑基础设施成本的受影响的车辆的加速和减速来提高交通效率,从而提高交通效率。该算法将对公路机构(运输部)和车辆制造商有用,并将CV引入现有道路网络。
Vehicle Ad-hoc Networks (VANETs) act as the core of vehicular communications and provide the fundamental wireless communication architecture to support both vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) communication. Therefore, by leveraging only communication technologies, Connected Vehicles (CVs) can navigate through the dynamic road network. However, such vehicles are still in their infancy but are expected to have a significant impact on safety and mobility such as reducing non-recurrent congestion in case of a vehicle breakdown or other roadway incidents. To evaluate their impacts, this research examines the benefits of having CVs when a vehicle breakdown occurs by developing an intelligent proactive re-routing algorithm. Due to a lack of real-world data, this paper adopts an integrated simulated framework consisting of a V2X (OMNET++) communication simulator and a traffic microscopic simulator (SUMO). The developed algorithm functions such that when a vehicle is broken down within a live traffic lane, the system detects the breakdown, generates warning messages immediately and transmits them to approaching vehicles. Based on the real-time notification, informed vehicles proactively re-route to alternative roads to avoid the breakdown zone. Two scenarios were developed where a breakdown occurs within and outside a junction for both V2X-enabled and disabled systems. Results show that V2X-enabled CV re-routing mechanism can improve traffic efficiency by reducing congestion and enhance traffic safety by smoothing accelerations and decelerations of affected vehicles with low infrastructure costs. The algorithm would be useful to highway agencies (Department for Transport) and vehicle manufacturers in introducing CVs onto existing road networks.