{"title":"A multiple APs cooperation access scheme for energy efficiency in UUDN with NOMA","authors":"Yiming Liu, Xi Li, Hong Ji, Heli Zhang","doi":"10.1109/INFCOMW.2017.8116494","DOIUrl":null,"url":null,"abstract":"With the continuous increase of mobile Internet traffic, the user-centric ultra-dense network (UUDN) is proposed as one of the promising solutions to provide very high area throughput density and flexible access service for users. The limited radio resources cause serious competition among numerous APs. Thus, Non-orthogonal multiple access (NOMA), which supports multiple signals transmission on the same frequency resource, is introduced into UUDN. Then, it is an interesting and still open problem on how to organize multiple APs to serve one user in NOMA-based UUDN. In this paper, we propose an access scheme by grouping multiple APs cooperatively to provide a user-centric access service. Firstly, a group evaluation model is set up for organizing multiple APs into AP Group (APG) to provide access service for each user. Then, the resource allocation problem is formulated as a mix-integer non-linear programming (MINP) problem to maximize the system energy efficiency (EE), which is hard to tackle. For tractability purpose, we transform this problem as a differ convex problem(DCP) and propose iterative algorithms to obtain a feasible solution. Extensive simulation results are analyzed to demonstrate the significant performance improvement compared to the existing schemes.","PeriodicalId":306731,"journal":{"name":"2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INFCOMW.2017.8116494","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6
Abstract
With the continuous increase of mobile Internet traffic, the user-centric ultra-dense network (UUDN) is proposed as one of the promising solutions to provide very high area throughput density and flexible access service for users. The limited radio resources cause serious competition among numerous APs. Thus, Non-orthogonal multiple access (NOMA), which supports multiple signals transmission on the same frequency resource, is introduced into UUDN. Then, it is an interesting and still open problem on how to organize multiple APs to serve one user in NOMA-based UUDN. In this paper, we propose an access scheme by grouping multiple APs cooperatively to provide a user-centric access service. Firstly, a group evaluation model is set up for organizing multiple APs into AP Group (APG) to provide access service for each user. Then, the resource allocation problem is formulated as a mix-integer non-linear programming (MINP) problem to maximize the system energy efficiency (EE), which is hard to tackle. For tractability purpose, we transform this problem as a differ convex problem(DCP) and propose iterative algorithms to obtain a feasible solution. Extensive simulation results are analyzed to demonstrate the significant performance improvement compared to the existing schemes.
随着移动互联网流量的不断增加,以用户为中心的超密集网络(UUDN)被提出,为用户提供极高的区域吞吐量密度和灵活的接入服务,是一种很有前景的解决方案。有限的无线电资源导致众多ap之间的激烈竞争。因此,在UUDN中引入了支持在同一频率资源上传输多个信号的非正交多址(NOMA)技术。然后,如何在基于noma的UUDN中组织多个ap为一个用户服务是一个有趣且仍未解决的问题。本文提出了一种通过对多个ap进行协作分组来提供以用户为中心的访问服务的访问方案。首先,建立群组评估模型,将多个AP组织成APG (AP group),为每个用户提供接入服务;然后,将资源分配问题表述为一个以系统能效(EE)最大化为目标的混合整数非线性规划(MINP)问题,该问题很难求解。为了便于处理,我们将该问题转化为差分凸问题(DCP),并提出了迭代算法来获得可行解。大量的仿真结果分析表明,与现有方案相比,该方案的性能有了显著提高。