中文标题#
透過數據採集輔助的下一代網絡規劃
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，我們探討了對傳統基礎設施的移動流量相關數據的必要性，以提取有用信息並為 5G 進行網絡容量規劃。這些數據可以幫助我們實現更高效的網絡規劃設計，尤其是在拓撲和成本方面。為此，使用了一個真實的開放數據庫，涵蓋西班牙前三名移動網絡運營商（MNOs），以估計流量並確定用戶密度最高的區域，用於新服務的部署。我們提出了所述的數據採集過程，以清理數據庫、提取有意義的流量信息，並可視化新 gNB 部署的流量密度模式。我們介紹了網絡數據的最新研究現狀。我們詳細描述了所考慮的網絡數據庫。網絡數據採集實體以及所提出的過程進行了說明。隨後，討論了相應的結果，並得出結論。
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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