大数据分析在移动通信网络优化中的应用  

Application of Big Data Analysis in Mobile Communication Network Optimization

作　　者：李秀丽 胡会南 LI Xiuli;HU Huinan(Henan College of Surveying and Mapping,Zhengzhou 450000,China)

机构地区：[1]河南测绘职业学院,河南郑州450000

出　　处：《通信电源技术》2023年第14期211-213,共3页Telecom Power Technology

摘　　要：移动通信网络的优化是提高通信质量和用户体验的关键任务之一。随着移动通信技术的快速发展和用户需求的不断增长,网络优化面临着日益复杂的挑战。通过研究大数据分析在移动通信网络优化中的应用,并对道路测试数据进行矩阵分析,实现了移动网络优化。首先分析了移动通信网络优化的困难和大数据分析在移动网络优化中的应用情况;其次利用矩阵分析技术对网络干扰进行了分析,并制定了基于矩阵分析程序的数据预测方案;最后使用数据集对该方法进行了评估。分析表明,该架构能有效实现对移动通信网络信号强度和信噪比的预测。Optimization of mobile communication networks is one of the key tasks to improve communication quality and user experience.With the rapid development of mobile communication technology and the continuous growth of user requirements,network optimization is facing increasingly complex challenges.By studying the application of big data analysis in mobile communication network optimization and matrix analysis of road test data,this paper realizes mobile network optimization.This paper first analyzes the difficulties of mobile communication network optimization and the application of big data analysis in mobile network optimization.Then,matrix analysis technology was used to analyze network interference and a data prediction plan based on matrix analysis program was developed.Finally,the method was evaluated using a dataset.Analysis shows that this architecture can effectively predict the signal strength and signal-to-noise ratio of mobile communication networks.

关 键 词：大数据分析 矩阵分析 网络优化 道路测试数据 

分 类 号：TN929.5[电子电信—通信与信息系统] TP311.13[电子电信—信息与通信工程]