Autonomic Mobile Networks: The Use of Artificial Intelligence in Wireless Communications

被引:0
|
作者
Long, Fei [1 ]
Li, Ning [2 ]
Wang, Yongxing [1 ]
机构
[1] Chinaso Inc, Beijing 100077, Peoples R China
[2] China Elect Technol Grp Corp, Res Inst 54, Shijiazhuang, Hebei, Peoples R China
关键词
Artificial intelligence; Wireless communication; Reinforcement learning; Fuzzy logic; Neural network; POWER-CONTROL;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recent years, the wireless mobile communication technology develops rapidly, results in wireless information explosion. The network infrastructure is more and more complicate. It is inefficient and expansive to use the traditional operation and management methods which mainly relies on humans in the future wireless networks. It is promising to make the network self-operation, self-configuration, self-management. Fortunately, the Artificial Intelligence (AI) technique is a promising way to realize the radio network automation. In this paper, we give a general description of the state-of-the-art of the wireless communication systems and the need for intelligence functionalities. Then, we investigate the recent advances on the application of artificial intelligence technique in wireless communication domains. We believe that AI-empowered future network will accelerate the development of the ICT industry.
引用
收藏
页码:582 / 586
页数:5
相关论文
共 50 条
  • [1] Artificial intelligence and wireless communications
    Wang, Jun
    Li, Rong
    Wang, Jian
    Ge, Yi-qun
    Zhang, Qi-fan
    Shi, Wu-xian
    FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2020, 21 (10) : 1413 - 1425
  • [2] Artificial intelligence and wireless communications
    Jun Wang
    Rong Li
    Jian Wang
    Yi-qun Ge
    Qi-fan Zhang
    Wu-xian Shi
    Frontiers of Information Technology & Electronic Engineering, 2020, 21 : 1413 - 1425
  • [3] Artificial Intelligence for Wireless Networks: Editorial: Artificial Intelligence for Wireless Networks
    Liang, Qilian
    Durrani, Tariq S.
    Liang, Jing
    Koh, Jinhwan
    Wu, Qiong
    Ad Hoc Networks, 2023, 139
  • [4] APPLICATIONS OF ARTIFICIAL INTELLIGENCE IN WIRELESS COMMUNICATIONS
    Ge, Xiaohu
    Thompson, John
    Li, Yonghui
    Liu, Xue
    Zhang, Weiyi
    Chen, Tao
    IEEE COMMUNICATIONS MAGAZINE, 2019, 57 (03) : 12 - 13
  • [5] ARTIFICIAL INTELLIGENCE FOR COGNITIVE WIRELESS COMMUNICATIONS
    Hwang, Kai
    Chen, Min
    Gharavi, Hamid
    Leung, Victor C. M.
    IEEE WIRELESS COMMUNICATIONS, 2019, 26 (03) : 10 - 11
  • [6] Artificial Intelligence for Wireless Networks
    Liang, Qilian
    Durrani, Tariq S.
    Liang, Jing
    Koh, Jinhwan
    Wu, Qiong
    AD HOC NETWORKS, 2023, 139
  • [7] Securing Wireless Communications of Connected Vehicles with Artificial Intelligence
    Sharma, Prinkle
    Liu, Hong
    Wang, Honggang
    Zhang, Shelley
    2017 IEEE INTERNATIONAL SYMPOSIUM ON TECHNOLOGIES FOR HOMELAND SECURITY (HST), 2017,
  • [8] Efficient Communications in Mobile Hybrid Wireless Networks
    Huang, Xueli
    Du, Xiaojiang
    Li, Xiaoming
    Bian, Kaigui
    2012 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2012, : 4138 - 4142
  • [9] TRACKING MOBILE USERS IN WIRELESS COMMUNICATIONS NETWORKS
    BARNOY, A
    KESSLER, I
    IEEE TRANSACTIONS ON INFORMATION THEORY, 1993, 39 (06) : 1877 - 1886
  • [10] E-SENSE -: Capturing ambient intelligence for mobile communications through wireless sensor networks
    Presser, Mirko
    Gluhak, Alexander
    Babb, Derek
    Tafazolli, Rahim
    Herault, Laurent
    WINSYS 2006: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON WIRELESS INFORMATION NETWORKS AND SYSTEMS, 2006, : 341 - 346