Traffic congestion detection with complex event processing in VANET

Priyanka G. Shinde, Manoj M. Dongre
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引用次数: 12

Abstract

Magnitude of urban population and unplanned development of cities have led to road traffic congestion in major cities and added increasing pressure on overall road transport and road related infrastructure. Nowadays, intelligent transportation systems such as Vehicular Ad Hoc Networks (VANET) are used for distributed road traffic. VANET is a wireless network that gathers complex and randomly generated data related to distributed traffic along with other information such as weather conditions on real time basis. In this paper, the Author has attempted to implement a system on Event Driven Architecture (EDA) to detect complex but similar levels of traffic congestion which resembles real life traffic situation. The system is designed with the help of a technique called Complex Event Processing (CEP) that treats all messages in the network from corresponding vehicles as an event. The effectiveness of this system can be observed by using different performance metrics.
基于VANET复杂事件处理的交通拥塞检测
城市人口的规模和城市的无计划发展导致主要城市的道路交通拥堵,并给整体道路运输和道路相关基础设施增加了越来越大的压力。目前,智能交通系统如车辆自组织网络(VANET)被用于分布式道路交通。VANET是一种无线网络,可以实时收集与分布式交通相关的复杂和随机生成的数据以及天气状况等其他信息。在本文中,作者试图实现一个基于事件驱动架构(EDA)的系统来检测类似于现实生活中交通状况的复杂但相似的交通拥堵水平。该系统是在一种称为复杂事件处理(CEP)的技术的帮助下设计的,该技术将网络中来自相应车辆的所有消息视为事件。可以通过使用不同的性能指标来观察该系统的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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