5G网络智能规划体系研究

Research on 5G Intelligent Planning System

从无线网规划全流程体系出发,分析当前5G商用网络规划部署面临的挑战,提出构建以需求库、站址库、规划库和立项库4个库为抓手的基础信息库,通过特征抽取、画像打标、聚类分析等方式,对4库进行建模分析,最后结合4库信息提出了一种基于大数据分析的智能规划算法,较好地平衡了价值、弱区和感知等多维度综合需求,提高5G网络规划的精准性和效益。

Starting from the whole process system of wireless network planning,it analyzes the main challenges during the 5 G network deployment,and proposes to build a basic information base focusing on four bases:demand base,station site base,planning base and project approval base. The four databases are modeled and analyzed through feature extraction,portrait creation,cluster analysis. Finally,an intelligent planning algorithm based on big data analysis is proposed,which better balances the multi-dimensional comprehensive needs of value,weak area and perception,and improve the accuracy and efficiency of 5 G network planning.