Nine Challenges in Artificial Intelligence and Wireless Communications for 6G

被引:62
|
作者
Tong, Wen [1 ]
Li, Geoffrey Ye [2 ]
机构
[1] Huawei Technol, Markham, ON, Canada
[2] Imperial Coll London, London, England
关键词
Artificial intelligence; Biological neural networks; Neural networks; 6G mobile communication; Deep learning; Wireless networks; Data models;
D O I
10.1109/MWC.006.2100543
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, artificial intelligence (AI) techniques, especially machine learning (ML), have been successfully applied in various areas, leading to a widespread belief that AI will collectively play an important role in future wireless communications. To accomplish the aspiration, we present nine challenges to be addressed by the interdisciplinary areas of AI/ML and wireless communications, with particular focus on the sixth generation (6G) wireless networks. Specifically, this article classifies the nine challenges into computation in AI, distributed neural networks and learning, and semantic communications.
引用
收藏
页码:140 / 145
页数:6
相关论文
共 50 条
  • [1] A Survey of Blockchain and Artificial Intelligence for 6G Wireless Communications
    Zuo, Yiping
    Guo, Jiajia
    Gao, Ning
    Zhu, Yongxu
    Jin, Shi
    Li, Xiao
    IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2023, 25 (04): : 2494 - 2528
  • [2] Artificial Intelligence in 6G Wireless Networks: Opportunities, Applications, and Challenges
    Alhammadi, Abdulraqeb
    Shayea, Ibraheem
    El-Saleh, Ayman A.
    Azmi, Marwan Hadri
    Ismail, Zool Hilmi
    Kouhalvandi, Lida
    Saad, Sawan Ali
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2024, 2024
  • [3] Transceivers for 6G Wireless Communications: Challenges and Design Solutions
    Heydari, Payam
    2021 IEEE CUSTOM INTEGRATED CIRCUITS CONFERENCE (CICC), 2021,
  • [4] 6G Wireless Communications: Future Technologies and Research Challenges
    Elmeadawy, Samar
    Shubair, Raed M.
    2019 INTERNATIONAL CONFERENCE ON ELECTRICAL AND COMPUTING TECHNOLOGIES AND APPLICATIONS (ICECTA), 2019,
  • [5] Artificial Intelligence in Beyond 5G and 6G Reliable Communications
    Nauman A.
    Nguyen T.N.
    Qadri Y.A.
    Nain Z.
    Cengiz K.
    Kim S.W.
    IEEE Internet of Things Magazine, 2022, 5 (01): : 73 - 78
  • [6] Mobile Edge Computing, Metaverse, 6G Wireless Communications, Artificial Intelligence, and Blockchain: Survey and Their Convergence
    Wang, Yitong
    Zhao, Jun
    2022 IEEE 8TH WORLD FORUM ON INTERNET OF THINGS, WF-IOT, 2022,
  • [7] Perspectives on 6G wireless communications
    Yeh, Choongil
    Jo, Gweon Do
    Ko, Young -Jo
    Chung, Hyun Kyu
    ICT EXPRESS, 2023, 9 (01): : 82 - 91
  • [8] Wireless Multimodal Communications for 6G
    Ren C.
    Ding S.
    Zhang X.
    Zhang H.
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2024, 46 (05): : 1658 - 1671
  • [9] 6G wireless communications for industrial automation: Scenarios, requirements and challenges
    Zeydan, Engin
    Arslan, Suayb
    Turk, Yekta
    JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, 2024, 42
  • [10] 6G: THE PARADIGM FOR FUTURE WIRELESS COMMUNICATIONS
    Mumtaz, Shahid
    Jiang, Chunxiao
    Tolli, Antti
    Al-Dulaimi, Anwer
    Butt, M. Majid
    Asif, Hafiz M.
    Ashraf, Muhammad Ikram
    IEEE WIRELESS COMMUNICATIONS, 2022, 29 (01) : 14 - 15