Energy-efficient resource allocation in future wireless networks by sequential fractional programming

被引:26
作者
Zappone, A. [1 ]
Jorswieck, E. A. [2 ]
机构
[1] Univ Cassino & Southern Lazio, Cassino, Italy
[2] Tech Univ Dresden, Commun Lab, Dresden, Germany
关键词
Energy efficiency; Resource allocation; Fractional programming; 5G networks; Massive MIMO; Heterogeneous networks; Multi-hop communications; TO-DEVICE COMMUNICATIONS; OFDMA CELLULAR NETWORKS; MULTIUSER MIMO SYSTEMS; POWER-CONTROL; RECEIVER DESIGN; MASSIVE MIMO; DOWNLINK NETWORKS; OPTIMIZATION; COOPERATION; TRANSMISSION;
D O I
10.1016/j.dsp.2016.09.014
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
This overview paper discusses the framework of sequential fractional programming for energy efficiency maximization in future 5G networks. One of the main features of future systems will be the presence of severe multi-user interference and the need of improved energy efficiency compared to present systems. However, present approaches to energy efficiency maximization, which are based on the theory of fractional programming, result in an exponential complexity in interference-limited networks. In this context, the work shows how to extend available fractional programming approaches to obtain radio resource allocations enjoying strong optimality properties, while at the same time requiring an affordable complexity to be computed. The resulting framework is termed sequential fractional programming, and several examples of its applications to leading 5G candidate technologies are discussed in detail. (C) 2016 Elsevier Inc. All rights reserved.
引用
收藏
页码:324 / 337
页数:14
相关论文
共 104 条
  • [1] Al Haj Hassan H., 2013, IEEE ONL C GREEN COM
  • [2] What Will 5G Be?
    Andrews, Jeffrey G.
    Buzzi, Stefano
    Choi, Wan
    Hanly, Stephen V.
    Lozano, Angel
    Soong, Anthony C. K.
    Zhang, Jianzhong Charlie
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (06) : 1065 - 1082
  • [3] Seven Ways that HetNets Are a Cellular Paradigm Shift
    Andrews, Jeffrey G.
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2013, 51 (03) : 136 - 144
  • [4] [Anonymous], 1999, Athena scientific Belmont
  • [5] [Anonymous], 5G WHIT PAP
  • [6] [Anonymous], 2011, Complex-Valued Matrix Derivatives: With Applications in Signal Processing and Communications
  • [7] HOW MUCH ENERGY IS NEEDED TO RUN A WIRELESS NETWORK?
    Auer, Gunther
    Giannini, Vito
    Desset, Claude
    Godor, Istvan
    Skillermark, Per
    Olsson, Magnus
    Imran, Muhammad Ali
    Sabella, Dario
    Gonzalez, Manuel J.
    Blume, Oliver
    Fehske, Albrecht
    [J]. IEEE WIRELESS COMMUNICATIONS, 2011, 18 (05) : 40 - 49
  • [8] Energy Efficient Power Control in Impulse Radio UWB Wireless Networks
    Bacci, Giacomo
    Luise, Marco
    Poor, Vincent
    Tulino, Antonia M.
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2007, 1 (03) : 508 - 520
  • [9] Energy-Aware Competitive Power Allocation for Heterogeneous Networks Under QoS Constraints
    Bacci, Giacomo
    Belmega, E. Veronica
    Mertikopoulos, Panayotis
    Sanguinetti, Luca
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2015, 14 (09) : 4728 - 4742
  • [10] A sequential parametric convex approximation method with applications to nonconvex truss topology design problems
    Beck, Amir
    Ben-Tal, Aharon
    Tetruashvili, Luba
    [J]. JOURNAL OF GLOBAL OPTIMIZATION, 2010, 47 (01) : 29 - 51