Energy-Efficient User Association in Heterogeneous Networks with M2M/H2H Coexistence under QoS Guara

来源 :中国通信 | 被引量 : 0次 | 上传用户:liwuyi
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
In this paper, we propose an energy efficient user association scheme for uplink heterogeneous networks with machine-to-machine(M2M) and human-to-human(H2H) coexistence. A group based random access protocol is designed for massive number of machine-typecommunications(MTC) user equipments’(UEs) transmissions. A user association problem for UEs’ energy efficiency maximization is formulated considering the HTC UEs’ quality of service(QoS) guarantees and load balance among multiple BSs, simultaneously. A distributed iterative algorithm is developed to solve the optimization problem. In addition, the convergence of the proposed algorithm is proved. Simulation results show that our proposed scheme outperforms other schemes in terms of energy efficiency and QoS guarantees. In this paper, we propose an energy efficient user association scheme for uplink heterogeneous networks with machine-to-machine (M2M) and human-to-human (H2H) coexistence. A group based random access protocol is designed for massive number of machine- A user association (UEs) transmissions. A user association problem for UEs ’energy efficiency maximization is formulated considering the HTC UEs’ quality of service (QoS) guarantees and load balance among multiple BSs, simultaneously. A distributed iterative algorithm is developed to solve the optimization problem. In addition, the convergence of the proposed algorithm is proved. Simulation results show that our proposed scheme outperforms other schemes in terms of energy efficiency and QoS guarantees.
其他文献
西澳大利亚大学农学系E.G.Barrett-Lennard博士、付教授H.Greenway与A.D.Robson博士最近发表了一种诊断植物轻度营养缺乏的新的生化方法,可以对小麦缺磷提供可靠依据。在联
沙打旺(Astragalusadsurgens Pall)是豆科黄芪属的多年生草本植物,又名地丁、青扫条、柴木黄芪,南方也称为苦草。沙打旺作为饲草、绿肥兼用草种,目前,全省已在吕梁、忻县、
现时棉花栽培中,往往追肥多次,花工多,且难掌握。在花铃期追肥,深施难于操作,且易伤根损枝,增加脱落,而浅施或面施,又易冲失挥发减低肥料利用率。同时,棉株进入开花结铃期,
本机床是自己设计制造,用来加工 Y160—280电机端盖七个孔的专用机床,可由一人操作,七个孔一次加工完毕。加工中快进、定位、夹紧、工进、快退及停止都是自动完成。从1986年
本文提出了一种神经网络自适应方法。该方法采用记忆元网络采用记忆元神经网络进行对象模型辩识,用单个神经元实现了自适应PID 控制器。被控对象输出误差经记忆元辩识网络反传后
在湖北省天门县综合调查结果表明,棉田套种芝麻,不会增加收益。从棉花与芝麻的综合产量、产值可以看出:棉田不套芝麻的亩产皮棉105.9斤,折产值151.05元;套芝麻的亩产皮棉58.
1980、1981年间,我们曾对晚粳秧苗素质进行了多次测定,偶然发现秧苗地上部分体积与其千重之间存在稳定的相关关 Between 1980 and 1981, we conducted several tests on th
我省属两熟棉区,常年早春低温多雨,光照条件差,土壤排水不良,严重影响一播全苗和壮苗早发;而棉花中后期,特别是入秋后,阴雨天多,棉桃不能正常吐絮,以致不少伏前桃、伏桃霉烂,
播音主持艺术是广播电视系统中不可缺少的重要组成部分,是广播电视传媒的关键一环。随着时代的发展和受众精神需求度的提高,播音员主持人应在继承传统的播音主持艺术基础上,
本文介绍用压电振子能模拟完成人手指的某些细致工作,并阐述了该压电手指的工作原理及其优良特性. This article describes the use of piezoelectric vibrator to simulate