Advanced Search
Volume 43 Issue 4
Apr.  2021
Turn off MathJax
Article Contents
Hongxiang SHAO, Youming SUN, Jihao CAI. QoE-based Resource Allocation for Multi-cell Hybrid NOMA Networks[J]. Journal of Electronics & Information Technology, 2021, 43(4): 1129-1136. doi: 10.11999/JEIT200032
Citation: Hongxiang SHAO, Youming SUN, Jihao CAI. QoE-based Resource Allocation for Multi-cell Hybrid NOMA Networks[J]. Journal of Electronics & Information Technology, 2021, 43(4): 1129-1136. doi: 10.11999/JEIT200032

QoE-based Resource Allocation for Multi-cell Hybrid NOMA Networks

doi: 10.11999/JEIT200032
Funds:  The National Natural Science Foundation of China (61901518), The Science and Technology Breakthrough Project of Henan Science and Technology Department (192102210249), The Key Projects of Colleges and Universities in Henan Province (19B510007)
  • Received Date: 2020-01-09
  • Rev Recd Date: 2020-06-29
  • Available Online: 2020-07-22
  • Publish Date: 2021-04-20
  • Resource allocation in Multi-Cell hybrid Non-Orthogonal Multiple Access-orthogonal multiple access (MC-hybrid NOMA) networks is studied in this paper. To satisfy the Quality of Experience (QoE) of different service types of users, an algorithm joint user-BS association, sub-channel assignment and power allocation is proposed to maximize the sum Mean Opinion Scores (MOSs) of users in the networks. A low-complexity two-step approach based on matching game theory and developed power allocation strategy based on QoE proportional fairness are proposed. Simulation results demonstrate that the proposed algorithm can effectively improve the system performance and fairness.
  • loading
  • DING Zhiguo, LIU Yuanwei, CHOI J, et al. Application of non-orthogonal multiple access in LTE and 5G networks[J]. IEEE Communications Magazine, 2017, 55(2): 185–191. doi: 10.1109/MCOM.2017.1500657CM
    SONG Lingyang, LI Yonghui, DING Zhiguo, et al. Resource management in non-orthogonal multiple access networks for 5G and beyond[J]. IEEE Network, 2017, 31(4): 8–14. doi: 10.1109/MNET.2017.1600287
    WANG Xianling, ZHANG Haijun, TIAN Yue, et al. Locally cooperative interference mitigation for small cell networks with non-orthogonal multiple access: A potential game approach[C]. 2018 IEEE International Conference on Communications, Kansas City, USA, 2018: 1–6. doi: 10.1109/ICC.2018.8422825.
    SONG Zhengyu, NI Qiang, and SUN Xin. Distributed power allocation for nonorthogonal multiple access heterogeneous networks[J]. IEEE Communications Letters, 2018, 22(3): 622–625. doi: 10.1109/LCOMM.2017.2789282
    唐伦, 肖娇, 赵国繁, 等. 基于能效的NOMA蜂窝车联网动态资源分配算法[J]. 电子与信息学报, 2020, 42(2): 526–533. doi: 10.11999/JEIT190006

    TANG Lun, XIAO Jiao, ZHAO Guofan, et al. Energy Efficiency Based Dynamic Resource Allocation Algorithm for Cellular Vehicular Based on Non-Orthogonal Multiple Access[J]. Journal of Electronics &Information Technology, 2020, 42(2): 526–533. doi: 10.11999/JEIT190006
    ZHAI Daosen and DU Jianbo. Spectrum efficient resource management for multi-carrier-based NOMA networks: A graph-based method[J]. IEEE Wireless Communications Letters, 2018, 7(3): 388–391. doi: 10.1109/LWC.2017.2779485
    SHI Jia, YU Wenjuan, NI Qiang, et al. Energy efficient resource allocation in hybrid non-orthogonal multiple access systems[J]. IEEE Transactions on Communications, 2019, 67(5): 3496–3511. doi: 10.1109/TCOMM.2019.2893304
    ZENG Ming, YADAV A, DOBRE O A, et al. Vincent Poor. Energy-efficient joint user-RB association and power allocation for uplink hybrid NOMA-OMA[J]. IEEE Internet of Things Journal, 2019, 6(3): 5119–5131. doi: 10.1109/JIOT.2019.2896946
    SHAO Hongxiang, ZHAO Hangsheng, SUN Youming, et al. QoE-aware downlink user-cell association in small cell networks: A transfer-matching game theoretic solution with peer effects[J]. IEEE Access, 2016, 4: 10029–10041. doi: 10.1109/access.2016.2628382
    WANG Wei, LIU Yuanwei, LUO Zhiqing, et al. Toward cross-layer design for non-orthogonal multiple access: A quality-of-experience perspective[J]. IEEE Wireless Communications, 2018, 25(2): 118–124. doi: 10.1109/MWC.2018.1700081
    HE Shuan and WANG Wei. Multimedia upstreaming Cournot game in non-orthogonal multiple access internet of things[J]. IEEE Transactions on Network Science and Engineering, 2020, 7(1): 398–408. doi: 10.1109/TNSE.2019.2897483
    CUI Jingjing, LIU Yuanwei, DING Zhiguo, et al. QoE-based resource allocation for multi-cell NOMA networks[J]. IEEE Transactions on Wireless Communications, 2018, 17(9): 6160–6176. doi: 10.1109/TWC.2018.2855130
    SAUL A and AUER G. Multiuser resource allocation maximizing the perceived quality[J]. EURASIP Journal on Wireless Communications and Networking, 2009, 2009: 6. doi: 10.1155/2009/341689
    NG C and HIRSCHBERG D S. Three-dimensional stable matching problems[J]. SIAM Journal on Discrete Mathematics, 1991, 4(2): 245–252. doi: 10.1137/0404023
    BODINE-BARON E, LEE C, CHONG A, et al. Peer effects and stability in matching markets[C]. The 4th International Symposium on Algorithmic Game Theory, Amalfi, Italy, 2011: 117–129. doi: 10.1007/978-3-642-24829-0_12.
    How much bandwidth does Skype need?[EB/OL]. https://support.skype.com, 2014.
    JAIN R, CHIU D, and HAWE W. A quantitative measure of fairness and discrimination for resource allocation in shared computer system[R]. DEC-TR-301, 1984.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(6)  / Tables(4)

    Article Metrics

    Article views (1012) PDF downloads(57) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return