The Role of Artificial Intelligence Driven 5G Networks in COVID-19 Outbreak: Opportunities, Challenges, and Future Outlook

被引:25
|
作者
Abubakar, Attai Ibrahim [1 ]
Omeke, Kenechi G. G. [1 ]
Ozturk, Metin [1 ]
Hussain, Sajjad [1 ]
Imran, Muhammad Ali [1 ]
机构
[1] Univ Glasgow, James Watt Sch Engn, Glasgow, Scotland
关键词
COVID-19; coronavirus; pandemic; 5G networks; self-organizing networks; artificial intelligence; machine learning; SOFTWARE-DEFINED NETWORKING; CELLULAR NETWORKS; MOBILITY PREDICTION; WIRELESS NETWORKS; BIG DATA; LEARNING DRIVEN; DENSE NETWORKS; FRAMEWORK; COMMUNICATION; AI;
D O I
10.3389/frcmn.2020.575065
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
There is no doubt that the world is currently experiencing a global pandemic that is reshaping our daily lives as well as the way business activities are being conducted. With the emphasis on social distancing as an effective means of curbing the rapid spread of the infection, many individuals, institutions, and industries have had to rely on telecommunications as a means of ensuring service continuity in order to prevent complete shutdown of their operations. This has put enormous pressure on both fixed and mobile networks. Though fifth generation mobile networks (5G) is at its infancy in terms of deployment, it possesses a broad category of services including enhanced mobile broadband (eMBB), ultra-reliable low-latency communications (URLLC), and massive machine-type communications (mMTC), that can help in tackling pandemic-related challenges. Therefore, in this paper, we identify the challenges facing existing networks due to the surge in traffic demand as a result of the COVID-19 pandemic and emphasize the role of 5G empowered by artificial intelligence in tackling these problems. In addition, we also provide a brief insight on the use of artificial intelligence driven 5G networks in predicting future pandemic outbreaks, and the development a pandemic-resilient society in case of future outbreaks.
引用
收藏
页数:22
相关论文
共 50 条
  • [41] Intelligence Slicing: A Unified Framework to Integrate Artificial Intelligence into 5G Networks
    Jiang, Wei
    Anton, Simon Duque
    Schotten, Hans Dieter
    PROCEEDINGS OF THE 2019 12TH IFIP WIRELESS AND MOBILE NETWORKING CONFERENCE (WMNC 2019), 2019, : 227 - 232
  • [42] The Role of Artificial Intelligence in Fighting the COVID-19 Pandemic
    Francesco Piccialli
    Vincenzo Schiano di Cola
    Fabio Giampaolo
    Salvatore Cuomo
    Information Systems Frontiers, 2021, 23 : 1467 - 1497
  • [43] Nurse management during covid-19: future opportunities and challenges
    Nicolau Galindo, Agnes
    Cabot Mota, Luisa
    Manent Larroya, Lourdes
    Gonzalez Mesa, Margarita
    Zamora Carmona, Francesc
    Simo Sanchez, Isabel
    Faura Vendrell, Maria Teresa
    REVISTA ROL DE ENFERMERIA, 2020, 43 (06): : 36 - 44
  • [44] Future challenges and opportunities for cancer screening in the COVID-19 era
    Nouhi, Mojtaba
    Bijlmakers, Leon
    Goudarzi, Zahra
    Alipour, Samira
    Hakimzadeh, Seyyed Mostafa
    Nazari, Pedram
    Jahangiri, Reza
    Heydari, Majid
    HEALTH POLICY AND TECHNOLOGY, 2023, 12 (04)
  • [45] 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
  • [46] Opportunities and Challenges of Antenna Design for Future 5G Mobile Terminals
    Wang, Shen
    Li, Rihui
    Han, Yongjian
    Yao, Ming
    PROCEEDINGS OF THE 2021 CROSS STRAIT RADIO SCIENCE AND WIRELESS TECHNOLOGY CONFERENCE (CSRSWTC), 2021, : 115 - 116
  • [47] The Role and Challenges of Clinical Imaging During COVID-19 Outbreak
    Alhasan, Mustafa
    Hasaneen, Mohamed
    JOURNAL OF DIAGNOSTIC MEDICAL SONOGRAPHY, 2022, 38 (01) : 72 - 84
  • [48] The Integral Role of Intelligent IoT System, Cloud Computing, Artificial Intelligence, and 5G in the User-Level Self-Monitoring of COVID-19
    Ahmed, Sajjad
    Yong, Jianming
    Shrestha, Anup
    ELECTRONICS, 2023, 12 (08)
  • [49] Opportunities and Challenges of Tangible XR Applications for 5G Networks and Beyond
    Minopoulos, Georgios
    Psannis, Konstantinos E.
    IEEE CONSUMER ELECTRONICS MAGAZINE, 2023, 12 (06) : 9 - 19
  • [50] Challenges and Opportunities of mm-Wave Communication in 5G Networks
    Karjalainen, Juha
    Nekovee, Maziar
    Benn, Howard
    Kim, Wuk
    Park, JeongHo
    Sungsoo, Hwang
    2014 9TH INTERNATIONAL CONFERENCE ON COGNITIVE RADIO ORIENTED WIRELESS NETWORKS AND COMMUNICATIONS (CROWNCOM), 2014, : 372 - 376