软件定义无线Mesh网络中基于WIFI分组测量的车辆交通监控技术测试

Meechai Homchan, C. Aswakul
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摘要

无线网状网络(WMN)系统的普及程度越来越高,其主要用途是在没有有线基础设施的情况下扩大无线通信的覆盖范围。与软件定义网络一起,WMN可以编程并适应动态无线环境。因此,软件定义无线网状网络(SDWMN)越来越受到网络研究和以网络为中心的应用社区的关注。在本文中,SDWMN被设计为允许安装在道路上的传感器节点中继其感知数据的主要底层平台。特别是,本研究关注的是车辆交通监控技术的发展,该技术可以通过SDWMN传感器节点感知车辆的存在。由于配备WIFI设备的车辆普及率显著提高,因此针对每个SDWMN节点开发了WIFI数据包测量应用程序,检测无线通信的服务集标识符(SSID),用于监控车辆流量。每个SDWMN节点都可以感知提供SSID的每个行驶车辆以及相应的时间戳。然后开发了一个功能来绘制原始传感器数据以获得车辆的行驶时间。该技术已在一个真实的SDWMN系统测试台上开发,并在泰国曼谷的Phayathai道路上对其功能进行了测试。实验结果表明,该车辆交通监测技术的实用性,每个传感器节点每天可获得多达5000条数据记录。随着配备wifi的车辆数量的不断增加,相信该技术可以在未来经济有效地提供实时车辆交通状况,而不会像其他传统车辆交通传感器那样需要高成本的通信基础设施。
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Testing of Vehicular Traffic Monitoring Technique by Using WIFI Packet Measurement in Software-defined Wireless Mesh Network
The popularity of wireless mesh network (WMN) systems grows rapidly with its main usefulness to expand the coverage of wireless communication without wired-based infrastructures. Together with software-defined networking, WMN can be programmed and adapted to dynamic wireless environments. Software-defined wireless mesh network (SDWMN) gets therefore increasing attentions in networking research as well as network-centric application communities. In this paper, SDWMN has been designed as the main underlying platform that allows sensor nodes installed on the road to relay their sensed data. Particularly, this research is concerned with the development of vehicular traffic monitoring technique that can sense the presence of vehicles passing by the SDWMN sensor nodes. Since the penetration of vehicles equipped with WIFI devices is significantly increased, a WIFI packet measurement application has been developed for each SDWMN node to detect the service set identifier (SSID) of the wireless communication for monitoring the vehicle traffic. Each traveling vehicle that provides SSID can be sensed by each SDWMN node along with the corresponding time stamp. A functionality has then been developed to map the raw sensor data to obtain the travel time of vehicles. This technique has been developed on a real SDWMN system testbed and its functionality is tested on Phayathai road in Bangkok, Thailand. The obtained experimental results suggest the practicality of this vehicular traffic monitoring technique with up to 5,000 data records obtainable per sensor node per day. With continuously growing number of WIFI-equipped vehicles, it is believed that the proposed technique can be used cost-effectively to provide real-time vehicular traffic conditions in the future without cost burdens from other conventional vehicular traffic sensors requiring highly costed communication infrastructures.
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