基于联邦学习的毫米波大规模MIMO 的混合波束赋形和资源分配.

孙艳华, 乔兰, 杨睿哲, 司鹏搏… - Journal of Beijing …, 2023 - search.ebscohost.com
… excessive communication overhead in centralized machine learning (… theory under hierarchical
federated learning (FL) was … 第6 代(the sixth generation,6G)移动通信 技术的钟声已经敲响,…

[PDF][PDF] 基于联盟的6G 无人机通信网络优化概述

陈润丰, 陈瑾, 李虹, 初晓婧, 刘典雄, 张玉立… - 电子与信息学报, 2022 - jeit.ac.cn
… (6G) mobile communications and Unmanned Aerial Vehicle (UAV) technology, UAV
communication networks … Combined with game theory, machine learning and online decisions, the …

基于AI 的无线网络感知技术研究综述.

章广梅 - Telecommunication Engineering, 2022 - search.ebscohost.com
… sensing technology in wireless communications, and discusses … 未来6G 网络的发展趋势体现
在:网络规模,终 端设备,业务类型等更加… Deep learning model under complex network and its …

面向6G 移动通信的可重构智能反射表面技术研究综述.

虞湘宾, 于凯, 钱盼盼 - Journal of Nanjing University of …, 2023 - search.ebscohost.com
… of mobile communications technology and help mobile communication technology face future
… for RIS-assisted UAV systems using deep reinforcement learning[J]. IEEE Transactions on …

[PDF][PDF] 面向6G 多维扩展的新型多址接入技术综述

逄小玮, 蒋旭, 卢华兵, 赵楠 - Journal of Electronics & Information …, 2022 - jeit.ac.cn
… , terahertz technology, integrated sensing, communication, and computing, user information
security… , artificial intelligence and machine learning. Key words: The 6th-generation wireless

[PDF][PDF] 面向6G 的用户为中心网络研究综述

施建锋, 杨照辉, 黄诺, 陈晓, 张玉洁, 陈明 - 电子与信息学报, 2023 - jeit.ac.cn
6Gintelligence and security are leading features in 6G era. Different from traditional Base
Station (BS)-centric network, the User-Centric Network (UCN) emerges as a key enabler for 6G

6G 移动通信网络数据服务与数据面

严学强, 程冠杰, 邓水光, 吴建军, 陆璐, 赵明宇, 习燕… - 物联网学报 - infocomm-journal.com
Deep reinforcement learning based IRS-assisted mobile edge computing under physical-layer
security[J]. Physical Communication, 2022 (55): 101896. [4] SHUVO MM H. Edge AI: …

[PDF][PDF] 基于轻量级深度神经网络的电磁信号调制识别技术

张思成, 林云, 涂涯 - Journal on Communication/Tongxin …, 2020 - infocomm-journal.com
wireless (6G) era, mobile communications and … Deep learning based physical layer wireless
communication techniques: opportunities and challenges[J]. Journal on Communications

无线通信网络中干扰管理与资源分配策略研究

志强李 - 工程管理, 2024 - jpm.front-sci.com
… resource allocation in wireless communication networks,aiming to … ,this paper proposes a
machine learning based interference … 随着无线通信技 术的发展,如5G 和未来6G 网络,干扰管理和…

面向工业物联网的5G 机器学习研究综述

柴浩轩, 金曦, 许驰, 夏长清 - 信息与控制, 2023 - xk.sia.cn
… 机器学习可分为3类:监督学习(supervised learning,SL),无监督学习(unsupervisedlearning, UL)…
至下一代蜂窝网络6G,而网 络性能与机器学习的集成是5G向6G转变的里程 碑.6G系统中将有望…