基于上行多用户大规模MIMO系统能效优化算法

胡莹; 冀保峰; 黄永明; 俞菲; 杨绿溪

doi:10.11959/j.issn.1000-436x.2015008

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基于上行多用户大规模MIMO系统能效优化算法

学术论文 | 更新时间：2024-06-05

- 基于上行多用户大规模MIMO系统能效优化算法
- Energy-efficient optimal algorithm based on uplink multi-user very large MIMO system
- 通信学报 2015年36卷第1期页码：68-74
- 作者机构：
  
  1. 东南大学信息科学与工程学院，江苏南京 210096
  2. 江苏科技大学电子信息学院，江苏镇江 212003
  3. 河南科技大学信息工程学院，河南洛阳 471023
- 作者简介：
  
  [ "胡莹（1981-），女，江苏金坛人，东南大学博士生，江苏科技大学讲师，主要研究方向为MIMO通信信号处理、多用户信号处理、绿色通信和动态资源分配。" ]
  [ "冀保峰（1985-），男，河南洛阳人，博士，河南科技大学讲师，主要研究方向为无线局域网、无线通信中的中继技术、协作通信等。" ]
  [ "黄永明（1977-），男，江苏吴江人，博士，东南大学副教授，主要研究方向为MIMO通信信号处理、多用户通信信号处理和协作通信。" ]
  [ "俞菲（1980-），女，江苏南京人，博士，东南大学讲师，主要研究方向为下一代移动通信系统中的关键技术。" ]
  [ "杨绿溪[通信作者]（1964-），男，安徽桐城人，博士，东南大学教授、博士生导师，主要研究方向为移动通信空时信号处理、协作通信和网络编码。E-mail:lxyang@seu.edu.cn。" ]
- 基金信息：
  
  国家自然科学基金资助项目(61372101);国家自然科学基金资助项目(61271018);国家自然科学基金资助项目(612001176);国家自然科学基金资助项目(61201172);国家科技重大专项基金资助项目(2011ZX03003-003-03);国家科技重大专项基金资助项目(2012ZX03004-005-003);国家科技重大专项基金资助项目(2013ZX03003006-002);江苏省科研基金资助项目(BE2012167);江苏省自然科学基金资助项目(BK2011019);教育部博士点基金资助项目(20100092110010)
- DOI：10.11959/j.issn.1000-436x.2015008
  中图分类号： TP393.1
- 网络出版日期：2015-01，
  
  纸质出版日期：2015-01-25
- 稿件说明：
移动端阅览
胡莹, 冀保峰, 黄永明, 等. 基于上行多用户大规模MIMO系统能效优化算法[J]. 通信学报, 2015,36(1):68-74.

UYing H, IBao-feng J, UANGYong-ming H, et al. Energy-efficient optimal algorithm based on uplink multi-user very large MIMO system[J]. Journal on communications, 2015, 36(1): 68-74.
胡莹, 冀保峰, 黄永明, 等. 基于上行多用户大规模MIMO系统能效优化算法[J]. 通信学报, 2015,36(1):68-74. DOI： 10.11959/j.issn.1000-436x.2015008.

UYing H, IBao-feng J, UANGYong-ming H, et al. Energy-efficient optimal algorithm based on uplink multi-user very large MIMO system[J]. Journal on communications, 2015, 36(1): 68-74. DOI： 10.11959/j.issn.1000-436x.2015008.

摘要

针对上行多用户大规模多输入多输出（MIMO）系统，提出了基于能效优化的资源分配方法。所提方法采用迫零(ZF)接收，以最大化系统能效下界为准则，系统功率消耗考虑电路功率消耗和发射功率消耗2部分，通过联合调整基站端的发射天线数和用户的数据速率来优化能效函数。首先，根据目标函数的性质，证明全局最优速率分配和天线数的存在性和唯一性，然后，根据分数规划的性质，把原始的分数最优化问题转换成减式形式，进而提出一种新的迭代算法。仿真结果表明，所提算法以较少迭代次数取得了接近最优算法的性能。

Abstract

Using the energy efficiency lower bound as the optimization criterion

a resource allocation algorithm was investigated under uplink multi-user very large MIMO systems.Specifically

both the number of antenna arrays at the BS and the transmit data rate at the user are adjusted to maximize the energy efficiency

in which the power consumption accounts for both transmit power and circuit power

meanwhile the BS uses a zero forcing(ZF) receiver.The existence of a unique globally optimal resource allocation solution was demonstrated by exploiting the properties of objective function.Furthermore

by transforming the originally fractional optimization problem into an equivalent subtractive form using the properties of fractional programming

an iterative resource allocation algorithm was developed to achieve the optimum was developed.Simulation results show that the algorithm converge to a near optimal solution only with a small number of iterations.

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references

HUANG Y , ZHENG G , BENGTSSON M , et al . Distributed multicell beamforming design with limited intercell coordination [J ] . IEEE Transactions on Signal Processing , 2011 , 59 ( 2 ): 728 - 738 .

HE S W , HUANG Y M , YANG L X , et al . A multi-cell beamforming design by uplink-downlink max-min SINR duality [J ] . IEEE Transactions on Wireless Communications , 2012 , 11 ( 8 ): 2858 - 2867 .

韩圣千，杨晨阳．多用户MIMO系统中基于单天线功率约束的功率分配方法 [J ] ．通信学报， 2012 , 33 ( 10 ): 71 - 76 .

HAN S Q , YANG C Y . Power allocation under per-antenna power constraints in multiuse MIMO systems [J ] . Journal of Communications , 2012 , 33 ( 10 ): 71 - 76 .

李广平，洗峻，张广驰等．和速率约束下衰落高斯MIMO广播信道的和功率优化 [J ] ．电子学报， 2009 , 37 ( 1 ): 160 - 164 .

LI G P , XIAN J , ZHANG G C , et al . Sum power optimization in fading Gaussian MIMO broadcast channel under the constraint of sum rate [J ] . Acta Electronica Sinica , 2009 , 37 ( 1 ): 160 - 164 .

AKBARI A , HOSHYAR R , TAFAZOLLI R . Energy-efficient resource allocation in wireless OFDMA systems [A ] . IEEE International Symposium on Personal,Indoor and Mobile Radio Communications(PIMRC) [C ] . 2010 . 1731 - 1735 .

MIAO G W , HIMAYAT N , Li G Y , et al . Low-complexity energy-efficient OFDMA [A ] . IEEE International Conference on Communications(ICC) [C ] . Rio de Janeiro,Brazil , 2009 .

MIAO G W , HIMAYAT N , Li G Y , et al . Cross-layer optimization for energy-efficient wireless communications:a survey [J ] . Wireless Communications and Mobile Computing , 2009 , 9 ( 4 ): 529 - 542 .

XIONG C , Li G Y , ZHANG S Q , et al . Energy-efficient resource allocation in OFDMA networks [J ] . IEEE Transaction on Wireless Communications , 2012 , 60 ( 12 ): 3767 - 3778 .

MIAO G W , HIMAYAT N , LI G Y . Energy-efficient link adaptation in frequency-selective channels [J ] . IEEE Transaction on Wireless Communication , 2010 , 58 ( 2 ): 545 - 554 .

MIAO G W , HIMAYAT N , LI G Y , et al . Distributed interference-aware energy-efficient power optimization [J ] . IEEE Transaction on Wireless Communications , 2011 , 10 ( 4 ): 1323 - 1333 .

胡莹，黄永明，俞菲等．基于能效优化的用户调度与资源分配算法 [J ] ．电子与信息学报， 2012 , 34 ( 8 ): 1950 - 1955 .

HU Y , HUANG Y M , YU F , et al . Energy-efficient optimization based user schedule and resource allocation algorithm [J ] . Journal of Electronics ＆ Information Technology , 2012 , 34 ( 8 ): 1950 - 1955 .

HU Y , XU D F , JI B F , et al . Energy-efficient of very large multi-user MIMO systems [A ] . 2012 International Conference on Wireless Communications and Signal Processing,WCSP [C ] . Huangshan,China , 2012 .

NG D W K , LO E S , SCHOBER R . Energy-efficient resource allocation in OFDMA systems with large numbers of base station antennas [J ] . IEEE Transactions on Wireless Communications , 2012 , 11 ( 9 ): 3292 - 3304 .

NG D W K , LO E S , SCHOBER R . Energy-efficient resource allocation for secure OFDMA systems [J ] . IEEE Transaction on Vehicle Technology , 2012 , 61 ( 6 ): 2572 - 2585 .

NGO H Q , LARSSON E G , MARZETTA T L . Energy and spectral efficiency of very large multiuser MIMO systems [J ] . IEEE Transaction on Communications , 2013 , 61 ( 4 ): 1436 - 1449 .

LI G Y , XU Z K , XIONG C , et al . Energy-efficient wireless communications:tutorial,survey,and open issues [J ] . IEEE Transaction on Wireless Communications , 2011 , 18 ( 6 ): 28 - 35 .

CUI S G , GOLDSMITH A J , BAHAI A . Energy-efficiency of MIMO and Cooperative MIMO techniques in sensor networks [J ] . IEEE Journal on Selected Areas in Communications , 2004 , 22 ( 6 ): 1086 - 1098 .

DINKELBACH W . On nonlinear fractional programming [J ] . Management Science , 1967 , 13 : 492 - 498 .

WOLFSTETTER E , Topics in Microeconomics:Industrial Organization,Auctions,and Incentives [M ] . Cambridge University Press , 1999 .

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