自组织HetNet的体验感知质量增强的小区间干扰协调

Marie-Line Alberi-Morel, S. Randriamasy
{"title":"自组织HetNet的体验感知质量增强的小区间干扰协调","authors":"Marie-Line Alberi-Morel, S. Randriamasy","doi":"10.1109/WMNC.2017.8248841","DOIUrl":null,"url":null,"abstract":"Fifth-generation (5G) mobile networks are geared to support future services such as enhanced Mobile BroadBand. They already face dramatic data traffic increase mainly due to the generalized demand by mobile consumers for Full High Definition/High Definition (Full HD/HD) video services. The most viable solution to solve this problem is to deploy heterogeneous cellular networks, which involve a massive deployment of densified low power cells. However, in heterogeneous cellular networks, coordination of cell scheduling is required to efficiently distribute the resources and mitigate inter-cell interference. To puzzle out this issue, a novel approach based on game theory that optimizes cell time transmission muting and user attachment is proposed. Its novelty consists in directly involving user Quality of Experience (QoE) in the maximization of an overall video utility instead of a global network utility, aiming at driving inter-cell interference coordination algorithms with user satisfaction. The proposed solution is compared with a state-of-the-art strategy. The numerical results show how QoE awareness significantly improves the efficiency of inter-cell interference management in heterogeneous cellular networks and increases the density of users requesting higher quality videos.","PeriodicalId":338777,"journal":{"name":"2017 10th IFIP Wireless and Mobile Networking Conference (WMNC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"Quality of experience-aware enhanced inter-cell interference coordination for self organized HetNet\",\"authors\":\"Marie-Line Alberi-Morel, S. Randriamasy\",\"doi\":\"10.1109/WMNC.2017.8248841\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Fifth-generation (5G) mobile networks are geared to support future services such as enhanced Mobile BroadBand. They already face dramatic data traffic increase mainly due to the generalized demand by mobile consumers for Full High Definition/High Definition (Full HD/HD) video services. The most viable solution to solve this problem is to deploy heterogeneous cellular networks, which involve a massive deployment of densified low power cells. However, in heterogeneous cellular networks, coordination of cell scheduling is required to efficiently distribute the resources and mitigate inter-cell interference. To puzzle out this issue, a novel approach based on game theory that optimizes cell time transmission muting and user attachment is proposed. Its novelty consists in directly involving user Quality of Experience (QoE) in the maximization of an overall video utility instead of a global network utility, aiming at driving inter-cell interference coordination algorithms with user satisfaction. The proposed solution is compared with a state-of-the-art strategy. The numerical results show how QoE awareness significantly improves the efficiency of inter-cell interference management in heterogeneous cellular networks and increases the density of users requesting higher quality videos.\",\"PeriodicalId\":338777,\"journal\":{\"name\":\"2017 10th IFIP Wireless and Mobile Networking Conference (WMNC)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 10th IFIP Wireless and Mobile Networking Conference (WMNC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WMNC.2017.8248841\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 10th IFIP Wireless and Mobile Networking Conference (WMNC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WMNC.2017.8248841","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

摘要

第五代(5G)移动网络旨在支持未来的业务,如增强型移动宽带。由于移动用户对全高清/高清(Full HD/HD)视频服务的普遍需求,他们已经面临着巨大的数据流量增长。解决这个问题最可行的方法是部署异构蜂窝网络,这涉及到密集低功率电池的大规模部署。然而,在异构蜂窝网络中,为了有效地分配资源和减轻蜂窝间干扰,需要协调蜂窝调度。为了解决这一问题,本文提出了一种基于博弈论的方法,该方法优化了小区时间传输、静音和用户依恋。它的新颖之处在于直接将用户体验质量(QoE)纳入整体视频效用的最大化,而不是全局网络效用,旨在推动具有用户满意度的小区间干扰协调算法。将提出的解决方案与最先进的策略进行比较。数值结果表明,QoE感知显著提高了异构蜂窝网络中小区间干扰管理的效率,并增加了要求高质量视频的用户密度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quality of experience-aware enhanced inter-cell interference coordination for self organized HetNet
Fifth-generation (5G) mobile networks are geared to support future services such as enhanced Mobile BroadBand. They already face dramatic data traffic increase mainly due to the generalized demand by mobile consumers for Full High Definition/High Definition (Full HD/HD) video services. The most viable solution to solve this problem is to deploy heterogeneous cellular networks, which involve a massive deployment of densified low power cells. However, in heterogeneous cellular networks, coordination of cell scheduling is required to efficiently distribute the resources and mitigate inter-cell interference. To puzzle out this issue, a novel approach based on game theory that optimizes cell time transmission muting and user attachment is proposed. Its novelty consists in directly involving user Quality of Experience (QoE) in the maximization of an overall video utility instead of a global network utility, aiming at driving inter-cell interference coordination algorithms with user satisfaction. The proposed solution is compared with a state-of-the-art strategy. The numerical results show how QoE awareness significantly improves the efficiency of inter-cell interference management in heterogeneous cellular networks and increases the density of users requesting higher quality videos.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信