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| 一种智能交通信号控制方法 | |
| 引用本文： | 王亚平,张政,高彦军. 一种智能交通信号控制方法[J]. 机械与电子, 2011, 0(5): 65-68 |
| 作者姓名： | 王亚平 张政 高彦军 |
| 作者单位： | 1. 陕西交通职业技术学院,陕西,西安,710018;西安交通大学机械工程学院,陕西,西安,710049 2. 西安交通大学机械工程学院,陕西,西安,710049 3. 陕西交通职业技术学院,陕西,西安,710018 |
| 基金项目： | 教育部留学回国人员科研启动基金资助项目，教育部道路施工技术与装备重点实验室(长安大学)开放基金资助项目 |
| 摘 要： | 提出了一种提高城市交通信号控制效率的新方法.首先对路面、车辆和交通控制系统作进行智能化建模,同时无线专用通信网络给车-路协作提供了可能.提出了交通控制系统的体系结构,以及基于机器学习的十字路口的智能管理机制,并进行了仿真研究.仿真结果表明,本文提出的方法可以比传统的交通管理系统提高效率约30%. |
| 关 键 词： | 智能运输系统 交通控制机制 机器学习 |
A Novel Method of Intelligent Traffic Signal Control |
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| WANG Ya-ping,ZHANG Zheng,GAO Yan-jun. A Novel Method of Intelligent Traffic Signal Control[J]. Machinery & Electronics, 2011, 0(5): 65-68 | |
| Authors: | WANG Ya-ping ZHANG Zheng GAO Yan-jun |
| Affiliation: | 1.Shaanxi College of Communication Technology,Xi＇an 710018,China;2.School of Mechanical Engineering,Xi＇an Jiaotong University,Xi＇an 710049,China) |
| Abstract: | A novel method of intelligent traffic signal control is proposed in this paper.The roads,vehicles and the traffic control systems are all modeled as intelligent agents.Wireless communication network provides the possibility of the cooperation of vehicles and roads.An intersection signal control system is studied as an example of the proposed intelligent traffic control mechanism with a Machine learning based algorithm.The simulation results show that the proposed intersection signal control can improve traffic efficiency by about 30% over the traditional method. |
| Keywords: | intelligent transportation system traffic control mechanism machine learning |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |