Coordinated DPC-Based Precoding Design for Energy Efficiency Optimization in Downlink Multi-Cell MIMO Systems

被引:0
|
作者
Wang, Ji [1 ]
Gui, Xin [2 ]
Wu, Weimin [1 ]
Liu, Yingzhuang [1 ]
机构
[1] Huazhong Univ Sci & Technol, Wuhan, Hubei, Peoples R China
[2] Samsung R&D Ctr, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Energy Efficiency; Dirty Paper Coding; Multi-cell MIMO; BC-MAC duality;
D O I
暂无
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 aim to maximize the total energy efficiency for a multi-cell MIMO broadcast channel with dirty paper coding, where both the base stations and users employ multiple antennas. The EE metric is defined as the ratio of the total sum-rate to the total power consumption. Because the original problem is non-convex and difficult to tackle directly, we employ the fractional programming and iterative linear approximation methods to transform it into a set of sub-problems. After using Lagrange dual decomposition, each sub-problem essentially becomes a precoding design problem in MIMO broadcast channel (BC) and is still non-convex, which is then dealt with via BCmultiple access channel (MAC) duality property. Specifically, we propose a gradient descent (GD) method to compute the uplink precoder in each MAC problem which has low complexity. Thus, the dual BC problem can be solved and each BS can iteratively update its precoding matrices with small amount of information exchange among the base stations. Numerical results validate the better performance of our proposed algorithm over conventional linear precoding method.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Nonlinear Hybrid Precoding for Coordinated Multi-Cell Massive MIMO Systems
    Mai, Ruikai
    Tho Le-Ngoc
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 68 (03) : 2459 - 2471
  • [2] Optimal Energy Efficiency Based Power Adaptation for Downlink Multi-Cell Massive MIMO Systems
    Khodamoradi, Vahid
    Sali, Aduwati
    Messadi, Oussama
    Salah, Asem A.
    Al-Wani, Mohanad M.
    Ali, Borhanuddin Mohd
    Abdullah, Raja Syamsul Azmir Raja
    [J]. IEEE ACCESS, 2020, 8 : 203237 - 203251
  • [3] Joint Energy Efficiency Optimization with Nonlinear Precoding in Multi-cell Broadcast Systems
    Gui, Xin
    Lee, Kyoung-Jae
    Jung, Jaehoon
    Lee, Inkyu
    [J]. JOURNAL OF COMMUNICATIONS AND NETWORKS, 2016, 18 (06) : 873 - 883
  • [4] COORDINATED USER SCHEDULING IN THE MULTI-CELL MIMO DOWNLINK
    Seifi, Nima
    Matthaiou, Michail
    Viberg, Mats
    [J]. 2011 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2011, : 2840 - 2843
  • [5] Mobile Network Energy Efficiency Optimization in MIMO Multi-Cell Systems
    Yang, Yang
    Sabella, Dario
    [J]. 2017 FIFTH INTERNATIONAL WORKSHOP ON CLOUD TECHNOLOGIES AND ENERGY EFFICIENCY IN MOBILE COMMUNICATION NETWORKS (CLEEN), 2017,
  • [6] Multi-Cell Massive MIMO Systems With Hardware Impairments: Uplink-Downlink Duality and Downlink Precoding
    Zarei, Shahram
    Gerstacker, Wolfgang H.
    Aulin, Jocelyn
    Schober, Robert
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (08) : 5115 - 5130
  • [7] Multi-Cell VLC: Multi-User Downlink Capacity with Coordinated Precoding
    Pham, Thanh, V
    Le Minh, Hoa
    Pham, Anh T.
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2017, : 469 - 474
  • [8] Energy-Efficient Interference-aware Precoding for the Downlink of Multi-cell Multi-user MIMO Systems
    Heliot, Fabien
    Sambo, Yusuf A.
    Imran, Muhammad Ali
    [J]. 2014 EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS (EUCNC), 2014,
  • [9] Distributed Precoding for Worst-Case MSE Optimization in Multi-Cell Downlink Systems
    Li, Conggai
    He, Chen
    Jiang, Lingge
    [J]. IEEE COMMUNICATIONS LETTERS, 2014, 18 (02) : 301 - 304
  • [10] Energy-Efficient Downlink Transmission in Multi-Cell Coordinated Beamforming Systems
    Wang, Xiaoming
    Zhu, Pengcheng
    Sheng, Bin
    You, Xiaohu
    [J]. 2013 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), 2013, : 2554 - 2558