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.
翻译:车辆Ad-hoc 网络(VANETs)作为车辆平稳通信的核心,提供基本的无线通信架构,以支持车辆对车辆的快速通信和车辆对基础设施(V2I)的通信。因此,通过仅利用通信技术,连通车辆(CVS)能够通过动态公路网络导航。然而,这些车辆仍处于初级阶段,但预计将对安全和机动性产生重大影响,如在车辆故障或其他道路事故发生时减少非经常性交通堵塞。为评估其影响,本研究通过开发智能型的、主动型的车辆对车辆对车辆的快速通信和对车辆对基础设施的重新定位算法,审查车辆故障时使用CV2 车辆对车辆的快速快速通信和对车辆的快速传输的好处。由于缺乏真实世界数据,本文采用了一个由V2X(OMNET++)通信模拟器和交通微型模拟器组成的综合模拟框架。开发算法功能,一旦车辆在现场交通轨迹破损时,系统会检测故障,立即生成警告信息,然后将其传送到车辆接近的车辆。基于现实路路路路路路况的系统,在实时系统内进行快速的升级。