Federated Learning Technologies for 6G Industrial Internet of Things: From Requirements, Vision to Challenges, Opportunities

被引：0
|
作者：
Liu, Miao [1 ]
Xia, Yuhong [1 ]
Zhao, Haitao [1 ]
Guo, Liang [2 ]
Shi, Zheng [1 ]
Zhu, Hongbo [1 ]
机构：
[1] School of Communications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing,210003, China
[2] Cloud Computing & Big Data Research Institute, The China Academy of Information and Communications Technology, Beijing,100191, China
来源：
Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology | 2024年 / 46卷 / 12期
关键词：
D O I：
10.11999/JEIT240574
中图分类号：
学科分类号：
摘要：
120
引用
收藏
页码：4335 / 4353
相关论文
共 50 条
  • [31] Industrial Internet of Things: Challenges, Opportunities, and Directions
    Sisinni, Emiliano
    Saifullah, Abusayeed
    Han, Song
    Jennehag, Ulf
    Gidlund, Mikael
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (11) : 4724 - 4734
  • [32] Towards 6G vehicular networks: Vision, technologies, and open challenges
    Lang, Ping
    Tian, Daxin
    Han, Xu
    Zhang, Peiyu
    Duan, Xuting
    Zhou, Jianshan
    Leung, Victor C. M.
    COMPUTER NETWORKS, 2025, 257
  • [33] Federated Learning for 6G Networks: Navigating Privacy Benefits and Challenges
    Sandeepa, Chamara
    Zeydan, Engin
    Samarasinghe, Tharaka
    Liyanage, Madhusanka
    IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 2025, 6 : 90 - 129
  • [34] Federated Learning for 6G Communications: Challenges, Methods, and Future Directions
    Liu, Yi
    Yuan, Xingliang
    Xiong, Zehui
    Kang, Jiawen
    Wang, Xiaofei
    Niyato, Dusit
    CHINA COMMUNICATIONS, 2020, 17 (09) : 105 - 118
  • [35] Federated Learning for 6G Communications: Challenges, Methods, and Future Directions
    Yi Liu
    Xingliang Yuan
    Zehui Xiong
    Jiawen Kang
    Xiaofei Wang
    Dusit Niyato
    中国通信, 2020, 17 (09) : 105 - 118
  • [36] 6G wireless communications for industrial automation: Scenarios, requirements and challenges
    Zeydan, Engin
    Arslan, Suayb
    Turk, Yekta
    JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, 2024, 42
  • [37] Opportunities and Challenges in the Industrial Internet of Things based on 5G Positioning
    Lu, Yi
    Richter, Philipp
    Lohan, Elena Simona
    2018 8TH INTERNATIONAL CONFERENCE ON LOCALIZATION AND GNSS (ICL-GNSS), 2018,
  • [38] Defining 6G: Challenges and Opportunities
    David, Klaus
    Elmirghani, Jaafar
    Haas, Harald
    You, Xiao-Hu
    IEEE VEHICULAR TECHNOLOGY MAGAZINE, 2019, 14 (03): : 14 - 16
  • [39] 6G Security Challenges and Opportunities
    Gracia, Mulumba Banza
    Malele, Vusumuzi
    Ndlovu, Sphiwe Promise
    Mathonsi, Topside Ehleketani
    Maaka, Lebogang
    Muchenje, Tonderai
    2022 IEEE 13TH INTERNATIONAL CONFERENCE ON MECHANICAL AND INTELLIGENT MANUFACTURING TECHNOLOGIES (ICMIMT 2022), 2022, : 339 - 343
  • [40] Energy-Efficient Industrial Internet of Things in Green 6G Networks
    Fernando, Xavier
    Lazaroiu, George
    APPLIED SCIENCES-BASEL, 2024, 14 (18):
12345