Cache-Aided Non-Orthogonal Multiple Access: The Two-User Case

被引:27
|
作者
Xiang, Lin [1 ]
Ng, Derrick Wing Kwan [2 ]
Ge, Xiaohu [3 ]
Ding, Zhiguo [4 ]
Wong, Vincent W. S. [5 ]
Schober, Robert [6 ]
机构
[1] Univ Luxembourg, Interdisciplinary Ctr Secur Reliabil & Trust, L-1855 Luxembourg, Luxembourg
[2] Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
[3] Huazhong Univ Sci & Technol, Sch Elect Informat & Commun, Wuhan 430074, Hubei, Peoples R China
[4] Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England
[5] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
[6] Friedrich Alexander Univ Erlangen Nuremberg, Inst Digital Commun, D-91058 Erlangen, Germany
基金
加拿大自然科学与工程研究理事会; 澳大利亚研究理事会;
关键词
Non-orthogonal multiple access (NOMA); caching; achievable rate region; radio resource allocation; convex and nonconvex optimization; Pareto optimality; DELIVERY; NETWORKS; CHANNEL;
D O I
10.1109/JSTSP.2019.2907864
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 cache-aided non-orthogonal multiple access (NOMA) scheme for spectrally efficient downlink transmission. The proposed scheme not only reaps the benefits associated with NOMA and caching, but also exploits the data cached at the users for interference cancelation. As a consequence, caching can help to reduce the residual interference power, making multiple decoding orders at the users feasible. The resulting flexibility in decoding can be exploited for improved NOMA detection. We characterize the achievable rate region of cache-aided NOMA and derive the Pareto optimal rate tuples forming the boundary of the rate region. Moreover, we optimize cacheaided NOMA for minimization of the time required for completing file delivery. The optimal decoding order and the optimal transmit power and rate allocation are derived as functions of the cache status, the file sizes, and the channel conditions. Simulation results confirm that, compared to several baseline schemes, the proposed cache-aided NOMA scheme significantly expands the achievable rate region and increases the sum rate for downlink transmission, which translates into substantially reduced file delivery times.
引用
收藏
页码:436 / 451
页数:16
相关论文
共 50 条
  • [41] User Pairing and Power Allocation for Downlink Non-Orthogonal Multiple Access
    Guo, Jingrui
    Wang, Xiangyang
    Yang, Jingwen
    Zheng, Jianhai
    Zhao, Bingqiang
    [J]. 2016 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2016,
  • [42] Quantum Annealing-aided Multi-user Detection: An Application to Uplink Non-Orthogonal Multiple Access
    Yonaga, Kouki
    Takizawa, Kenichi
    [J]. ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 1357 - 1363
  • [43] An Overview of Non-Orthogonal Multiple Access
    Anass Benjebbour
    [J]. ZTE Communications, 2017, 15(S1) (S1) : 21 - 30
  • [44] Covert Non-Orthogonal Multiple Access
    Ta, Hien
    Kim, Sang Wu
    [J]. 2020 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2020,
  • [45] Relay Selection for Buffer-Aided Non-Orthogonal Multiple Access Networks
    Nomikos, Nikolaos
    Charalambous, Themistoklis
    Vouyioukas, Demosthenes
    Karagiannidis, George K.
    Wichman, Risto
    [J]. 2017 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2017,
  • [46] Deep Learning Aided Beamforming for Downlink Non-Orthogonal Multiple Access Systems
    Konstantopoulos, Georgios
    Louet, Yves
    [J]. IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 2024, 5 : 4337 - 4353
  • [47] Buffer-Aided Cooperative Non-Orthogonal Multiple Access for Downlink Transmission
    Wang, Yunwu
    Xu, Peng
    Quan, Jianping
    Chen, Gaojie
    [J]. 2020 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2020, : 166 - 171
  • [48] Relay-Aided Non-orthogonal Multiple Access with Noisy Network Coding
    Chattha, Jawwad Nasar
    Uppal, Momin
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,
  • [49] IRS Assisted Multiple User Detection for Uplink URLLC Non-Orthogonal Multiple Access
    Feng, Lei
    Que, Xiaoyu
    Yu, Peng
    Li, Wenjing
    Qiu, Xuesong
    [J]. IEEE INFOCOM 2020 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), 2020, : 1314 - 1315
  • [50] Multi-Access Cache-Aided Multi-User Private Information Retrieval
    Vaidya, Kanishak
    Rajan, B. Sundar
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 72 (07) : 4274 - 4286