移动无线网大数据规划模型研究  

Research on the big data planning model of mobile wireless network

作　　者：陈宇[1] 陈晓冬[1] 刘悦[2] CHEN Yu;CHEN Xiaodong;LIU Yue(Intelligent Networks and Devices Research Institute of China Telecom Co.,Ltd.,Guangzhou 510630,China;Network Operation and Maintenance Division of China Telecom Corporation,Beijing 100010,China)

机构地区：[1]中国电信股份有限公司智能网络与终端研究院,广东广州510630 [2]中国电信集团公司网络运行维护事业部,北京100010

出　　处：《电信科学》2019年第12期112-121,共10页Telecommunications Science

摘　　要：随着近年来大数据技术的发展,各行业加强了其在专业领域的研究及应用。对于移动运营商的无线网规划专业,通过结合企业拥有的市场、网络、终端、基站、规划等数据源进行大数据规划将有效提高网络规划的精准度及自动化水平。从目前已有的大数据规划平台来看,一般存在没有充分考虑场景区分及区域类型的问题,这对规划结果有一定影响。首先分析移动无线网大数据规划模型所需数据源、处理应用架构及实施方法,再从移动无线网大数据规划关键环节及模型分析开始分别研究面、线、点3种覆盖规划模型包含的标准、算法及参数设置等内容,最后对移动无线网大数据规划模型的构建及应用提出相关思路和建议。With the development of big data technology in recent years,various industries have strengthened their research and application in their professional field.For the wireless network planning specialty of mobile operators,it will effectively improve the accuracy and automation level of network planning by combining the market,network,terminal,base station,planning and other data sources owned by enterprises.For the existing large data planning platforms,there are generally problems that do not fully consider the discrimination of scenario or regional types,which have a certain impact on the planning results.Firstly,the data sources,processing application architecture and implementation method which the large data planning model of mobile wireless network needed were analyzed.Then,the standards,algorithms and parameter settings of the three coverage planning models of surface,line and point were studied after the key steps and model analysis of the big data planning in mobile wireless network.Finally,some ideas and suggestions were put forward for the construction and application of the big data planning model in mobile wireless network.

关 键 词：移动无线网 大数据 规划模型 算法 建议 

分 类 号：TN929.5[电子电信—通信与信息系统]