Research on the Application of Key Technologies in the Construction of Smart Cities Based on Smart Transportation

Lei Tong
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引用次数: 1

Abstract

The paper discusses the significance of building a smart transportation system, analyzes the system structure, and focuses on the overall framework, system functions, database structure and optimal path analysis methods of the smart transportation system. Using the deployed Hadoop server cluster, using Map The improved Apriori algorithm of the Reduce programming model, the instance runs traffic big data, carries on the traffic flow analysis and the speed and overspeed analysis, and digs out the information that is beneficial to traffic control. The system integrates a variety of modern technologies such as communication technology and control technology, and effectively combines the communication between people, vehicles and roads. At the same time, the system proved the feasibility and effectiveness of using the Hadoop platform to mine massive traffic information.
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基于智慧交通的智慧城市建设关键技术应用研究
本文论述了构建智能交通系统的意义,分析了系统结构,重点研究了智能交通系统的总体框架、系统功能、数据库结构和最优路径分析方法。利用部署的Hadoop服务器集群,利用Reduce编程模型中的Map改进Apriori算法,实例运行交通大数据,进行交通流分析和车速、超速分析,挖掘出有利于交通控制的信息。该系统集成了通信技术、控制技术等多种现代技术,将人、车、路之间的通信有效地结合起来。同时,验证了利用Hadoop平台对海量交通信息进行挖掘的可行性和有效性。
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