异构蜂窝网络中能效优先的用户关联机制

doi:10.19678/j.issn.1000-3428.0049702

计算机工程 ›› 2019, Vol. 45 ›› Issue (3): 91-95. doi: 10.19678/j.issn.1000-3428.0049702

异构蜂窝网络中能效优先的用户关联机制

彭大芹^a,b,王付龙^a,b,孙向月^a,b

重庆邮电大学 a.新一代信息网络与终端协同创新中心; b.电子信息与网络工程研究院,重庆 400065

收稿日期:2017-12-14 出版日期:2019-03-15 发布日期:2019-03-15
作者简介:彭大芹(1969—),男,正高级工程师,主研方向为移动通信技术;王付龙、孙向月,硕士研究生
基金资助:
国家科技重大专项“新一代宽带无线移动通信网”(2016ZX03002019-007)。

Energy Efficiency First User Association Mechanism in Heterogeneous Cellular Networks

PENG Daqin ^a,b,WANG Fulong ^a,b,SUN Xiangyue^a,b

a.Collaborative Innovation Center for Information Communication Technology; b.Institute of Electronic Information and Network Engineering,Chongqing University of Posts and Telecommunications,Chongqing 400065,China

Received:2017-12-14 Online:2019-03-15 Published:2019-03-15

摘要/Abstract

摘要：

为提高异构蜂窝网络的系统能效,提出一种基于有效速率权重的用户关联与功率控制协同优化算法。设计一种双层迭代算法,求出用户关联指数和最佳传输功率。在功率不变的情况下,外层循环时将总比值形式的问题转化为多项式形式的问题,求得最佳用户关联指数,内层循环时利用牛顿法分配基站的传输功率。实验结果表明,相比MSUA、MSUUA等算法,该算法具有较高的能效值,且能够使更多的用户关联到微基站。

关键词: 异构蜂窝网络, 负载均衡, 功率控制, 用户关联, 非线性混合整数

Abstract:

In order to improve the energy efficiency of heterogeneous cellular networks,a collaborative optimization algorithm of user association and power control based on effective rate weight is proposed.A two-level iterative algorithm is designed to calculate the user association index and the optimal transmission power.In the case of constant power,the problem of total ratio form is transformed into a polynomial form in outer loop,and the optimal user association index is obtained.The transmission power of base station is allocated by Newton method in inner loop.Experimental results show that compared with MSUA,MSUUA and other algorithms,this algorithm has higher energy efficiency,and can make more users associated with the micro-base station.

Key words: heterogeneous cellular networks, load balance, power control, user association, nonlinear mixed integers

中图分类号:

TP391

彭大芹,王付龙,孙向月. 异构蜂窝网络中能效优先的用户关联机制[J]. 计算机工程, 2019, 45(3): 91-95.

PENG Daqin,WANG Fulong,SUN Xiangyue. Energy Efficiency First User Association Mechanism in Heterogeneous Cellular Networks[J]. Computer Engineering, 2019, 45(3): 91-95.

https://www.ecice06.com/CN/Y2019/V45/I3/91

参考文献

［1］BHUSHAN N,LI J,MALLADI D,et al.Network densification:the dominant theme for wireless evolution into 5G［J］.IEEE Communications Magazine,2014,52(2):82-89.
［2］GHOSH A,MANGALVEDHE N,RATASUK R,et al.Heterogeneous cellular networks:from theory to practice［J］.IEEE Communications Magazine,2012,50(6):54-64.
［3］JIANG D,ZHANG P,LV Z,et al.Energy-efficient multi-constraint routing algorithm with load balancing for smart city applications［J］.IEEE Internet of Things Journal,2016,3(6):1437-1447.
［4］YANG C,LI J,ANPALAGAN A,et al.Joint power coordination for spectral-and-energy efficiency in hetero-geneous small cell networks:a bargaining game-theoretic perspective［J］.IEEE Transactions on Wireless Communications,2016,15(2):1364-1376.
［5］孙彦赞,王劲松,吴雅婷,等.分层异构网络中增强网络能效的ABS比率优化算法［J］.计算机工程,2018,44(5):303-308.
［6］TRABELSI N,CHEN C S,ELAZOUZI R,et al.User association and resource allocation optimization in LTE cellular networks［J］.IEEE Transactions on Network and Service Management,2017,14(2):429-440.
［7］QIN M,LIU N,JIANG H,et al.MPSO-based power adjustment and user association algorithm for energy efficiency in LTE heterogeneous networks［C］//Proceedings of the 6th International Conference on Wireless Communications and Signal Processing.Washington D.C.,USA:IEEE Press,2014:23-25.
［8］CHITTI K,KUANG Q,SPEIDEL J.Joint base station association and power allocation for uplink sum-rate maximization［C］//Proceedings of the 14th Workshop on Signal Processing Advances in Wireless Communications.Washington D.C.,USA:IEEE Press,2013:16-19.
［9］PERVAIZ H,MUSAVIAN L,NI Q.Joint user association and energy-efficient resource allocation with minimum-rate constraints in two-tier HetNets［C］//Proceedings of IEEE International Symposium on Personal Indoor and Mobile Radio Communications.Washington D.C.,USA:IEEE Press,2013:1634-1639.
［10］WANG M,GAO H,LV T.Energy-efficient user association and power control in the heterogeneous network［J］.IEEE Access,2017,5:5059-5068.
［11］苏恭超,陈彬,林晓辉,等.异构蜂窝网络中用户关联与基站功率的协同优化［J］.电讯技术,2016,56(1):7-13.
［12］QIAN L,ZHANG Y J,WU Y,et al.Joint base station association and power control via Benders’ decom-position［J］.IEEE Transactions on Wireless Com-munications,2013,12(4):1651-1665.
［13］HUANG Y,YANG L,ZHOU T.Energy-efficient user association in downlink heterogeneous cellular networks［J］.IET Communications,2016,10(13):1553-1561.
［14］NOCEDAL J,WRIGHT S J,OPTIMIZATION N,et al.Large-scale unconstrained optimization［J］.IEICE Transactions on Communications,2006,94(2):1-5.
［15］YE Q Y,RONG B Y,CHEN Y D,et al.User association for load balancing in heterogeneous cellular networks［J］.IEEE Transactions on Wireless Communications,2013,12(6):2706-2716.

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