基于大数据的移动通信网络优化的思考  

Thoughts on Mobile Communication Network Optimization Based on Big Data

作　　者：李小慧 LI Xiaohui(Tianjin Jingxin Communication System Co.,Ltd.,Guangxi Branch,Nanning 530000,China)

机构地区：[1]天津京信通信系统有限公司广西分公司,南宁530000

出　　处：《移动信息》2024年第4期34-36,共3页MOBILE INFORMATION

摘　　要：移动通信网络优化是提高通信服务质量和用户体验的关键。而大数据技术的应用,为解决该问题提供了新的思路和方法。文中从不同方面对基于大数据的移动通信网络优化进行了深入的研究和探讨。首先,针对大数据在移动通信网络中的应用潜力,介绍了移动通信网络的基本结构和进行持续优化的重要性与面临的挑战。其次,详细分析了移动通信网络中的大数据收集与处理技术,包括数据采集、存储和处理。然后,针对移动通信网络的拓扑结构,通过大数据分析的方法对网络拓扑进行优化。最后,通过分析移动通信网络的性能参数,利用大数据技术深入分析和优化了网络性能。Mobile communication network optimization is the key to improve communication service quality and user experience.The application of big data technology provides new ideas and methods to solve this problem.This paper conducts in�depth research and discussion on mobile communication network optimization based on big data from different aspects.First,according to the application potential of big data in mobile communication networks,the basic structure of mobile communication networks and the importance and challenges of continuous optimization are introduced.Secondly,the big data collection and processing technologies in mobile communication networks are analyzed in detail,including data collection,storage and processing.Then,according to the topology structure of mobile communication networks,the network topology is optimized by the method of big data analytics.Finally,by analyzing the performance parameters of the mobile communication network,the network performance is deeply analyzed and optimized by using big data technology.

关 键 词：移动通信网络 优化 大数据 方法和思路 

分 类 号：TN929.5[电子电信—通信与信息系统]