机器学习在5G 超密集网络切换中的应用.

张燕燕, 王鹤鸣, 姬天相… - Telecommunication …, 2019 - search.ebscohost.com
… key technologies for 5G network architecture whose delay and invalid handover caused by
… reduce handover delay and unnecessary handover,an improved machine learning algorithm …

蜂窝网络自组织研究及展望.

窦中兆, 冯穗力, 王公仆 - Telecommunication Engineering, 2020 - search.ebscohost.com
… more complex 5G networks. This paper reviews the basic concept,taxonomy and use cases
Machine learning based handover management for improved QoE in LTE[C] / / Proceedings …

[PDF][PDF] 5G 安全技术研究与标准进展

强奇, 武刚, 黄开枝, 胡苏, 李少谦 - 中国科学: 信息科学, 2021 - scis.scichina.com
handover for a specific gNB according to the security features of a specific gNB. Xn handover
is only switched throughMachine learning for intelligent authentication in 5G and beyond …

[HTML][HTML] 面向高铁毫米波通信智能资源管理研究综述

闫莉, 方旭明, 李毅, 薛青 - 电子与信息学报, 2023 - jeit.ac.cn
Handover scheme for 5G C/U plane split heterogeneous network in high-speed railway[J].
IEEE Transactions on Vehicular Technology, 2014, 63(9): 4633–4646. doi: 10.1109/TVT.…

空天地一体化网络技术: 探索与展望

沈学民, 承楠, 周海波, 吕丰, 权伟, 时伟森… - 物联网 …, 2020 - infocomm-journal.com
… 了基于强化学习(RL, reinforcement learning)的空天地一体化… 5G 网 络应用场景中的优势.该
项目强调了卫星技术在各 种情况下的优势,明确了卫星行业在5G 网络环境 中的定位,并且推动了5G

[PDF][PDF] ISTANBUL TECHNICAL UNIVERSITY 击GRADUATE SCHOOL

E AYDIN - 2022 - polen.itu.edu.tr
… It is not feasible to repeat the 5G AKA as explained in this chapter for each handover.
Particularly in dense areas, the g-Nb is too busy delivering service to the UEs. The …

低轨卫星互联网5G 空口适应性研究综述.

胡涵玥, 邹钦羊, 谢岸宏, 张毅… - Telecommunication …, 2022 - search.ebscohost.com
… At the same time,the existing solutions for time-frequency synchronization, random access
and cell handover for the 5G air interface of the LEO satellite Internet are provided. The …

基于数据和知识的5G 网络故障诊断方法

潘庆亚, 张衡, 刘文杰, 朱晓荣 - 电信科学, 2023 - infocomm-journal.com
… Predicting semantic categories in text based on knowledge graph combined with
machine learning techniques[J]. Applied Artificial Intelligence, 2021, 35(12): 933-951. …

5G 关键技术演进方向与行业发展趋势

种璟, 唐小勇, 朱磊, 李娜, 张钰, 游正朋, 胥焙柯… - 电信 …, 2022 - infocomm-journal.com
… 扩展与 增强,AI(artificial intelligence)/ML(machine learning)5G 等;同时,详细分析了当前行业现
场… ,QoS)保障等多个层面,在已有5G 技术演进(5G-Advanced)所识别的问题和方向 的基础上[5] , …

[PDF][PDF] 考虑负载均衡和用户体验的垂直切换算法

马彬, 钟世林, 谢显中, 陈鑫 - 电子与信息学报, 2022 - jeit.ac.cn
… 本文的网络场景如图4所示, 为了便于观察,图4的网络场景简化了5G… QoE-based vertical handover
decision management for … Deep reinforcement learning based handoff algorithm in end-to…