Capacity optimization of an actual HetNet deployment with applications to 5G

Diego Castro-Hernandez, Amna Feroz, R. Paranjape
{"title":"Capacity optimization of an actual HetNet deployment with applications to 5G","authors":"Diego Castro-Hernandez, Amna Feroz, R. Paranjape","doi":"10.1109/PACRIM47961.2019.8985092","DOIUrl":null,"url":null,"abstract":"Capacity optimization techniques in HetNets will be essential for the efficient deployment 5G networks. Network operators face important challenges estimating expected performance during the planning stage of the HetNet. In particular, it is difficult to accurately model and predict the performance of the network due to the complexity of actual load conditions, traffic patterns and user behavior. In this paper, we study and analyze the performance of an actual LTE-A HetNet deployment subject to different load and interference levels. As opposed to most of the published work in this area that relies on simulated results subject to simplified conditions, this work is based on measurements from a live HetNet. We study the performance of sectorization (i.e. cell splitting) and the application of interference cancellation techniques (e.g. Almost Blank Subframes - ABS) as a way to optimize network capacity. Key performance indicators such as signal-to-interference-plus-noise ratio, reference signal received power and downlink data rate are analyzed.","PeriodicalId":152556,"journal":{"name":"2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PACRIM47961.2019.8985092","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Capacity optimization techniques in HetNets will be essential for the efficient deployment 5G networks. Network operators face important challenges estimating expected performance during the planning stage of the HetNet. In particular, it is difficult to accurately model and predict the performance of the network due to the complexity of actual load conditions, traffic patterns and user behavior. In this paper, we study and analyze the performance of an actual LTE-A HetNet deployment subject to different load and interference levels. As opposed to most of the published work in this area that relies on simulated results subject to simplified conditions, this work is based on measurements from a live HetNet. We study the performance of sectorization (i.e. cell splitting) and the application of interference cancellation techniques (e.g. Almost Blank Subframes - ABS) as a way to optimize network capacity. Key performance indicators such as signal-to-interference-plus-noise ratio, reference signal received power and downlink data rate are analyzed.
实际HetNet部署的容量优化,应用到5G
HetNets中的容量优化技术对于5G网络的高效部署至关重要。在HetNet的规划阶段,网络运营商面临着评估预期性能的重要挑战。特别是,由于实际负载条件、流量模式和用户行为的复杂性,很难准确地建模和预测网络的性能。在本文中,我们研究和分析了实际的LTE-A HetNet部署在不同负载和干扰水平下的性能。与该领域发表的大多数工作依赖于简化条件下的模拟结果相反,这项工作是基于现场HetNet的测量结果。我们研究了分割性能(即小区分裂)和干扰消除技术(例如几乎空白子帧- ABS)的应用,作为优化网络容量的一种方式。分析了信噪比、参考信号接收功率和下行数据速率等关键性能指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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:604180095
Book学术官方微信