基于车辆自组织网络的城市中心智能交通信号控制

Erfan Shaghaghi, A. Jalooli, Rozita Aboki, Ali Marefat, R. M. Noor
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引用次数: 9

摘要

本文提出了一种基于车辆自组织网络(VANET)的实时交通信号控制系统。拟议的系统包括两个主要阶段。第一阶段包括通过结合车对车(V2V)通信和车对基础设施(V2I)通信,将获取的信息传递给交通控制器,估计通往交叉口路段的车辆密度。第二阶段包括对第一部分获得的数据进行评估和分析,以创建各种自适应交通信号周期来控制交通拥堵。该方法最大的特点是通过考虑车辆的未来目的地和相邻交叉口的交通信号配时预测来控制相邻交叉口的车辆流量,使其比其他方法更有效。仿真结果表明,该方法在降低通信开销、交叉口车辆相对延迟和车辆密度估计精度等方面,与现有的基于vanet的交通信号控制方法MC_DRIVE进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intelligent traffic signal control for urban central using Vehicular Ad-Hoc Network
The current study proposes a novel real-time traffic signal controlling system which takes advantage of Vehicular Ad-hoc Network (VANET). The proposed system comprises two main phases. The first phase includes estimation of vehicles' density in road segment leading to intersection by utilizing the combination of Vehicle-to-Vehicle (V2V) communication and Vehicle-to-Infrastructure (V2I) communication for transferring the acquired information to the Traffic Controller. The second phase contains assessment and analysis of obtained data from the first part to create various adaptive traffic signal cycles to control the traffic congestion. The most distinct capability of this approach which makes it more effective in comparison with its rival approaches, is controlling the traffic flow of vehicles in adjacent intersections by considering the future destination of vehicles and anticipation in traffic signal timing of contiguous intersections. The simulation results demonstrate the efficiency of proposed method in comparison with one of the known VANET-based traffic signal controlling systems methods named MC_DRIVE from the matter of reduction in communication overhead, relative delay of the vehicles in the intersection and accuracy of vehicles' density estimation.
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