Energy Efficient Dynamic Resource Optimization in NOMA Systems

被引:103
作者
Zhang, Haijun [1 ]
Wang, Baobao [2 ]
Jiang, Chunxiao [3 ]
Long, Keping [1 ]
Nallanathan, Arumugam [4 ]
Leung, Victor C. M. [5 ]
Poor, H. Vincent [6 ]
机构
[1] Univ Sci & Technol Beijing, Beijing Engn & Technol Res Ctr Convergence Networ, Beijing 100083, Peoples R China
[2] Beijing Univ Chem Technol, Coll Informat Sci & Technol, Beijing 100029, Peoples R China
[3] Tsinghua Univ, Tsinghua Space Ctr, Beijing 100084, Peoples R China
[4] Queen Mary Univ London, Sch Elect Engn & Comp Sci, London E1 4NS, England
[5] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
[6] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
基金
中国国家自然科学基金; 美国国家科学基金会; 北京市自然科学基金;
关键词
NOMA; Lyapunov optimization; power allocation; subchannel assignment; NONORTHOGONAL MULTIPLE-ACCESS; 5G SYSTEMS; ALLOCATION; TRACTABILITY; NETWORKS; SPECTRUM; DOWNLINK; POWER;
D O I
10.1109/TWC.2018.2844359
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
Non-orthogonal multiple access (NOMA) with successive interference cancellation (SIC) is a promising technique for next generation wireless communications. Using NOMA, more than one user can access the same frequency-time resource simultaneously and multi-user signals can be separated successfully using SIC. In this paper, resource allocation algorithms for subchannel assignment and power allocation for a downlink NOMA network are investigated. Different from the existing works, here, energy efficient dynamic power allocation in NOMA networks is investigated. This problem is explored using the Lyapunov optimization method by considering the constraints on minimum user quality of service and the maximum transmit power limit. Based on the framework of Lyapunov optimization, the problem of energy efficient optimization can be broken down into three subproblems, two of which are linear and the rest can be solved by introducing a Lagrangian function. The mathematical analysis and simulation results confirm that the proposed scheme can achieve a significant utility performance gain and the energy efficiency and delay tradeoff is derived as [O(1/V), O(V)] with V as a control parameter under maintaining the queue stability.
引用
收藏
页码:5671 / 5683
页数:13
相关论文
共 29 条
  • [1] Al-Imari M, 2014, 2014 11TH INTERNATIONAL SYMPOSIUM ON WIRELESS COMMUNICATIONS SYSTEMS (ISWCS), P781, DOI 10.1109/ISWCS.2014.6933459
  • [2] Boyd L., 2004, CONVEX OPTIMIZATION
  • [3] Energy Efficiency Optimization in Licensed-Assisted Access
    Chen, Qimei
    Yu, Guanding
    Yin, Rui
    Maaref, Amine
    Li, Geoffrey Ye
    Huang, Aiping
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2016, 34 (04) : 723 - 734
  • [4] Dai LL, 2015, IEEE COMMUN MAG, V53, P74, DOI 10.1109/MCOM.2015.7263349
  • [5] Impact of User Pairing on 5G Nonorthogonal Multiple-Access Downlink Transmissions
    Ding, Zhiguo
    Fan, Pingzhi
    Poor, H. Vincent
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (08) : 6010 - 6023
  • [6] The Application of MIMO to Non-Orthogonal Multiple Access
    Ding, Zhiguo
    Adachi, Fumiyuki
    Poor, H. Vincent
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2016, 15 (01) : 537 - 552
  • [7] Cooperative Non-Orthogonal Multiple Access in 5G Systems
    Ding, Zhiguo
    Peng, Mugen
    Poor, H. Vincent
    [J]. IEEE COMMUNICATIONS LETTERS, 2015, 19 (08) : 1462 - 1465
  • [8] On the Performance of Non-Orthogonal Multiple Access in 5G Systems with Randomly Deployed Users
    Ding, Zhiguo
    Yang, Zheng
    Fan, Pingzhi
    Poor, H. Vincent
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2014, 21 (12) : 1501 - 1505
  • [9] Dinkelbach W., 1967, Manage. Sci., V13, P492, DOI 10.1287/mnsc.13.7.492
  • [10] Energy-Efficient Resource Allocation for Downlink Non-Orthogonal Multiple Access Network
    Fang, Fang
    Zhang, Haijun
    Cheng, Julian
    Leung, Victor C. M.
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2016, 64 (09) : 3722 - 3732