基于数据分析技术的无线电监测与管理系统设计  

Design of radio monitoring and management system based on data analysis technology

作　　者：高文逸 龚晓峰[1] 雒瑞森 GAO Wenyi;GONG Xiaofeng;LUO Ruisen(College of Electrical Engineering,Sichuan University,Chengdu 610000,China)

机构地区：[1]四川大学电气工程学院,四川成都610000

出　　处：《现代电子技术》2021年第20期12-16,共5页Modern Electronics Technique

基　　金：四川省重点研发项目(2020YFG0051);校企合作项目(19H0355;19H1121)。

摘　　要：为解决无线电管理工作中存在的软件安装繁琐、监测工作效率低、监测数据量大以及数据分析及整合薄弱等问题,在分析无线电测量与管理业务需求的基础上,设计基于数据分析技术的无线电监测与管理系统。该系统总体采用B/S架构,React作为前端框架,Java作为后端开发语言,以Openlayers和GeoServer搭建WebGIS平台,实现无线电日常监测、无线电台站管理、信号管理与告警以及用户管理等各模块功能。系统的数据中心采用分布式框架,以MySQL和HBase相结合的方法,实现无线电管理各环节数据的交换、加工、分析以及管理。系统的实际应用表明,与传统系统相比,该系统将对无线电监测数据进行分析及计算,对所得结果做了高效整合和共享。整个系统具有易于部署、数据可视化以及信息利用率高等特点,应用价值高。In order to solve the problems existing in radio management,such as complicated software installation,low monitoring efficiency,large amount of monitoring data and poor data analysis and integration,a wireless monitoring and management system based on data analysis technology is designed and implemented on the basis of analysis of radio measurement and management business requirements.The B/S architecture is adopted for the system,in which React is taken as the front⁃end framework,and Java as the back⁃end development language.Openlayers and GeoServer are used to build WebGIS platform to realize the daily radio monitoring,radio station management,signal management,alarm,user management and other module functions.In the data center of the system,the distributed framework is adopted and the method of combining MySQL and HBase is used to realize the data exchange,processing,analysis and management of each link of radio management.The practical application effect of the system shows that,in comparison with the traditional system,the system analyzes and calculates the radio monitoring data,and integrates and shares the results efficiently.The whole system has the characteristics of easy deployment,data visualization,high information utilization and high application value.

关 键 词：无线电监测 无线电管理 数据分析 系统设计 WEBGIS平台 数据整合 数据交换 

分 类 号：TN926-34[电子电信—通信与信息系统] TP311.52[电子电信—信息与通信工程]