A Proof of Concept Implementation of an AI-assisted User-Centric 6G Network

被引：1
作者：
Gkatzios, N. [1 ]
Koumaras, H. [2 ]
Fragkos, D. [2 ]
Koumaras, V [1 ]
机构：
[1] INFOLYSIS PC, Athens, Greece
[2] NCSR DEMOKRITOS, Aghia Paraskevi, Greece
来源：
2024 JOINT EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS & 6G SUMMIT, EUCNC/6G SUMMIT 2024 | 2024年
关键词：
6G; user-centric; AI; QoS; validation;
D O I：
10.1109/EuCNC/6GSummit60053.2024.10597020
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The design of the 6G system will be based on a user-centric paradigm, enabling users to be involved in the creation and the management of network services and also providing them with a highly customized network experience. This paper proposes a realization of this paradigm by proposing a core network redesign from "Network Function-focus" to "User-focus" in conjunction with an AI-assisted approach that self-organises the network according to the user-requirements. A proof of concept implementation is presented based on both simulated and physical deployments, that demonstrate an optimal UPF placement taking into consideration user's preferences, proving the validity of the proposed approach.
引用
收藏
页码：907 / 912
页数：6
相关论文
共 10 条
  • [1] Bahare M.K., 2023, The 6G Architecture Landscape - European perspective, DOI [10.5281/zenodo.7313232, DOI 10.5281/ZENODO.7313232]
  • [2] NEFSim: An open experimentation framework utilizing 3GPP's exposure services
    Fragkos, D.
    Makropoulos, G.
    Gogos, A.
    Koumaras, H.
    Kaloxylos, A.
    [J]. 2022 JOINT EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS & 6G SUMMIT (EUCNC/6G SUMMIT), 2022, : 303 - 308
  • [3] A Chatbot Assistant for Optimizing the Fault Detection and Diagnostics of Industry 4.0 Equipment in the 6G era
    Gkatzios, Nikolaos
    Vryonis, Nikolaos
    Fragkos, Constantinos
    Sakkas, Christos
    Mavrikakis, Vasileios
    Koumaras, Vaios
    Makropoulos, George
    Fragkos, Dimitrios
    Koumaras, Harilaos
    [J]. 2023 IEEE CONFERENCE ON STANDARDS FOR COMMUNICATIONS AND NETWORKING, CSCN, 2023, : 131 - 136
  • [4] An intelligent scheduling for 5G user plane function placement and chaining reconfiguration
    Leyva-Pupo, Irian
    Cervello-Pastor, Cristina
    [J]. COMPUTER NETWORKS, 2023, 237
  • [5] Li Chen, 2022, 2022 IEEE/CIC International Conference on Communications in China (ICCC Workshops), P494, DOI 10.1109/ICCCWorkshops55477.2022.9896699
  • [6] Exploiting Core Openness as Native-AI Enabler for Optimised UAV Flight Path Selection
    Makropoulos, George
    Fragkos, Dimitrios
    Koumaras, Harilaos
    Alonistioti, Nancy
    Kaloxylos, Alexandros
    Setaki, Fotini
    [J]. 2023 IEEE CONFERENCE ON STANDARDS FOR COMMUNICATIONS AND NETWORKING, CSCN, 2023, : 254 - 258
  • [7] Holistic Network Virtualization and Pervasive Network Intelligence for 6G
    Shen, Xuemin
    Gao, Jie
    Wu, Wen
    Li, Mushu
    Zhou, Conghao
    Zhuang, Weihua
    [J]. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2022, 24 (01): : 1 - 30
  • [8] On the Development and Provisioning of Vertical Applications in the beyond 5G Era
    Tsolkas, Dimitris
    Koumaras, Harilaos
    [J]. IEEE Networking Letters, 2022, 4 (01): : 43 - 47
  • [9] On the Road to 6G: Visions, Requirements, Key Technologies, and Testbeds
    Wang, Cheng-Xiang
    You, Xiaohu
    Gao, Xiqi
    Zhu, Xiuming
    Li, Zixin
    Zhang, Chuan
    Wang, Haiming
    Huang, Yongming
    Chen, Yunfei
    Haas, Harald
    Thompson, John S.
    Larsson, Erik G.
    Di Renzo, Marco
    Tong, Wen
    Zhu, Peiying
    Shen, Xuemin
    Poor, H. Vincent
    Hanzo, Lajos
    [J]. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2023, 25 (02): : 905 - 974
  • [10] Yan XQ, 2023, EUR CONF NETW COMMUN, P305, DOI [10.1109/EuCNC/6GSummit58263.2023.10188283, 10.1109/EUCNC/6GSUMMIT58263.2023.10188283]
1