首页|Early warning of core network capacity in space-terrestrial integrated networks

Early warning of core network capacity in space-terrestrial integrated networks

扫码查看
With the rapid development of low-orbit satellite com-munication networks both domestically and internationally,space-terrestrial integrated networks will become the future development trend.For space and terrestrial networks with limi-ted resources,the utilization efficiency of the entire space-terres-trial integrated networks resources can be affected by the core network indirectly.In order to improve the response efficiency of core networks expansion construction,early warning of the core network elements capacity is necessary.Based on the inte-grated architecture of space and terrestrial network,multidimen-sional factors are considered in this paper,including the number of terminals,login users,and the rules of users'migration during holidays.Using artifical intelligence(AI)technologies,the regis-tered users of the access and mobility management function(AMF),authorization users of the unified data management(UDM),protocol data unit(PDU)sessions of session manage-ment function(SMF)are predicted in combination with the num-ber of login users,the number of terminals.Therefore,the core network elements capacity can be predicted in advance.The proposed method is proven to be effective based on the data from real network.

space-terrestrial integrated networkscore networkelement capacityartificial intelligent(AI)

HAN Sai、LI Ao、ZHANG Dongyue、ZHU Bin、WANG Zelin、WANG Guangquan、MIAO Jie、MA Hongbing

展开 >

China Unicorn Research Institute,Beijing 100044,China

China United Network Communications Group Company Limited,Beijing 100033,China

National Key Research Plan

2021YFB2900602

2024

系统工程与电子技术(英文版)
中国航天科工防御技术研究院 中国宇航学会 中国系统工程学会 中国系统仿真学会

系统工程与电子技术(英文版)

CSTPCD
影响因子:0.64
ISSN:1004-4132
年,卷(期):2024.35(4)