5G扩容精准化方法研究

Research on precision methods for 5G capacity expansion

5G网络的快速发展带来了持续增长的数据流量,导致5G小区出现容量不足的情况,迫切需要进行载频扩容。本文针对提高扩容测算的准确性,在传统预测方法的基础上进行了深入的研究,通过分场景预测流量增长情况及分析流量增长与利用率增长之间的关系,引入流量增长因子和利用率增长因子两个关键参数,构建精确化5G扩容模型,从而实现对未来网络负载的精准预测。

The rapid development of 5G networks has led to a continuous surge in data traffi c,causing capacity issues in 5G cells,making it urgent to expand carrier frequencies.This paper aims to enhance the accuracy of expansion estimation by conducting in-depth research on traditional prediction methods.By analyzing traffic growth scenarios and the relationship between traffi c growth and utilization growth,we introduce two key parameters:traffic growth factor and utilization growth factor.These factors are then utilized to construct a precise 5G expansion model,enabling more accurate predictions of future network loads.