中文标题#
通过数据采集辅助的下一代网络规划
英文标题#
Transforming Next-generation Network Planning assisted by Data Acquisition of Top Three Spanish MNOs
中文摘要#
在本文中，我们探讨了对传统基础设施的移动流量相关数据的必要性，以提取有用信息并为 5G 进行网络容量规划。这些数据可以帮助我们实现更高效的网络规划设计，尤其是在拓扑和成本方面。为此，使用了一个真实的开放数据库，涵盖西班牙前三名移动网络运营商（MNOs），以估计流量并确定用户密度最高的区域，用于新服务的部署。我们提出了所述的数据采集过程，以清理数据库、提取有意义的流量信息，并可视化新 gNB 部署的流量密度模式。我们介绍了网络数据的最新研究现状。我们详细描述了所考虑的网络数据库。网络数据采集实体以及所提出的过程进行了说明。随后，讨论了相应的结果，并得出结论。
英文摘要#
In this paper, we address the necessity of data related to mobile traffic of the legacy infrastructure to extract useful information and perform network dimensioning for 5G. These data can help us achieve a more efficient network planning design, especially in terms of topology and cost. To that end, a real open database of top three Spanish mobile network operators (MNOs) is used to estimate the traffic and to identify the area of highest user density for the deployment of new services. We propose the data acquisition procedure described to clean the database, to extract meaningful traffic information and to visualize traffic density patterns for new gNB deployments. We present the state of the art in Network Data. We describe the considered network database in detail. The Network Data Acquisition entity along with the proposed procedure is explained. The corresponding results are discussed, following the conclusions.
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