Joint Optimization of User Pairing, Power Allocation and Content Server Deployment in NOMA-Assisted Wireless Caching Networks

被引:3
|
作者
Yin, Yue [1 ]
Ohtsuki, Tomoaki [2 ]
Gui, Guan [1 ]
Yuen, Chau [3 ]
Wu, Hsiao-Chun [4 ]
Sari, Hikmet [1 ]
机构
[1] Nanjing Univ Posts & Telecommun, Coll Telecommun & Informat Engn, Nanjing 210003, Peoples R China
[2] Keio Univ, Dept Informat & Comp Sci, Yokohama, Japan
[3] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
[4] Louisiana State Univ, Sch Elect Engn & Comp Sci, Baton Rouge, LA 70803 USA
关键词
Joint optimization; non-orthogonal multiple access; resource allocation; wireless caching networks; NONORTHOGONAL MULTIPLE-ACCESS;
D O I
10.1109/TVT.2023.3296495
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we propose a joint optimization algorithm of user pairing, power allocation, and content server (CS) deployment in non-orthogonal multiple access (NOMA) assisted wireless caching networks (WCN). The main purpose of the proposed algorithm is to maximize the hit probability of users, which is determined by the hit probability of CSs and the decoding success probability of users. Since the optimization problem is non-convex and difficult to solve directly, it is decomposed into three sub-problems, user pairing, power allocation, and CS deployment. First, users are served by CSs in a hybrid NOMA manner and paired according to the power demand coefficient. Secondly, we derive the closed-form solution of the power allocation factor in the Rayleigh fading channels. Thirdly, the simulated annealing algorithm is used to optimize the deployment of CSs. Finally, simulation results confirm that the proposed joint optimization scheme outperforms the benchmark scheme.
引用
收藏
页码:16866 / 16870
页数:5
相关论文
共 50 条
  • [1] Joint Resource Allocation for NOMA-Assisted MEC Networks
    Li, Haodong
    Fang, Fang
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2020,
  • [2] NOMA-Assisted Wireless Caching in Vehicular Networks: A Online Scheduling Strategy
    Sun, Yanglong
    Zhang, Jianxin
    Tang, Yuliang
    [J]. 2021 IEEE INTERNATIONAL PERFORMANCE, COMPUTING, AND COMMUNICATIONS CONFERENCE (IPCCC), 2021,
  • [3] Joint Channel Allocation and Power Control for Uplink NOMA-Assisted Multi-UAV Networks
    Wen, Shaojie
    Deng, Lianbing
    Liu, Zengliang
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
  • [4] Joint Power and Time Allocation in NOMA-SWIPT Enabled Wireless Caching Networks
    Ren, Yuan
    Qian, Kaiyue
    Zhang, Xuewei
    Jiang, Fan
    Lu, Guangyue
    [J]. 2022 IEEE 96TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2022-FALL), 2022,
  • [5] User Pairing and Power Allocation in Underlay Cognitive NOMA Networks
    Moteka, Leutsoa
    Takawira, Fambirai
    Chabalala, Chabalala
    [J]. 2019 IEEE AFRICON, 2019,
  • [6] Joint Resource Allocation and Reliability Maximization in NOMA-Assisted Cooperative URLLC Networks
    Yuan, Xiaopeng
    Li, Boyao
    Zhu, Yao
    Hu, Yulin
    Schmeink, Anke
    [J]. 2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC 2024, 2024,
  • [7] Joint Optimization of Power Allocation and Relay Deployment in Wireless Sensor Networks
    Abdizadeh, Mohammad
    Rad, Hadi Jamali
    Abolhassani, Bahman
    [J]. 2010 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC 2010), 2010,
  • [8] Joint User Pairing and Power Allocation With Compressive Sensing in NOMA Systems
    Nasser, Ahmed
    Muta, Osamu
    Gacanin, Haris
    Elsabrouty, Maha
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2021, 10 (01) : 151 - 155
  • [9] Joint Optimization of UAV Deployment and Power Allocation in Vertical mmWave Backhaul/NOMA Networks
    Kim, KyeongSoo
    Choi, Jihwan P.
    [J]. ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 6397 - 6403
  • [10] Joint Power Allocation and Caching Optimization in Fiber-Wireless Access Networks
    Gu, Zhuojia
    Lu, Hancheng
    Zhu, Daren
    Lu, Yujiao
    [J]. 2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2018,