Mobile Traffic Assessment for 4G Network: Virtual Sample Region Approach

K. Cheon, Hye-yeon Kwon, Igor Kim, Seungkeun Park, J. Choi
{"title":"Mobile Traffic Assessment for 4G Network: Virtual Sample Region Approach","authors":"K. Cheon, Hye-yeon Kwon, Igor Kim, Seungkeun Park, J. Choi","doi":"10.23919/ICACT48636.2020.9061285","DOIUrl":null,"url":null,"abstract":"As service traffic increases in cellular networks, the mobile network must expand their system capacity. It is important to balance between the volume of mobile traffic and the capacity of mobile system in terms of user experience and operation cost. There are two approaches to assess the balance of demand and supply in cellular network: single cell and national wide scale. Nevertheless, both methods are insufficient to evaluate the balance reasonably in real cellular network in terms of scale: too narrow or wide. As radio resources cannot be exchanged between cells, network operators must perform statistical management on traffic dense areas. This paper introduces the virtual sample region concept that is composed of set of traffic-intensive cells in metropolitan area. We evaluate mobile traffic and system capacity based on real measurement from live 4G system in Seoul, South Korea. In this paper we provide the measurement results of mobile traffic per 10 MHz in real top 10% traffic-intensive cells about 3 years. We also estimate spectral efficiency of virtual sample region using system level simulation, and evaluate system capacity using spectral reuse factor, 4G spectrum bandwidth, simulated spectral efficiency. The margin of 4G system capacity is estimated about 30% in the last three years.","PeriodicalId":296763,"journal":{"name":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 22nd International Conference on Advanced Communication Technology (ICACT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/ICACT48636.2020.9061285","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

As service traffic increases in cellular networks, the mobile network must expand their system capacity. It is important to balance between the volume of mobile traffic and the capacity of mobile system in terms of user experience and operation cost. There are two approaches to assess the balance of demand and supply in cellular network: single cell and national wide scale. Nevertheless, both methods are insufficient to evaluate the balance reasonably in real cellular network in terms of scale: too narrow or wide. As radio resources cannot be exchanged between cells, network operators must perform statistical management on traffic dense areas. This paper introduces the virtual sample region concept that is composed of set of traffic-intensive cells in metropolitan area. We evaluate mobile traffic and system capacity based on real measurement from live 4G system in Seoul, South Korea. In this paper we provide the measurement results of mobile traffic per 10 MHz in real top 10% traffic-intensive cells about 3 years. We also estimate spectral efficiency of virtual sample region using system level simulation, and evaluate system capacity using spectral reuse factor, 4G spectrum bandwidth, simulated spectral efficiency. The margin of 4G system capacity is estimated about 30% in the last three years.
4G网络移动流量评估:虚拟样本区域方法
随着蜂窝网络业务流量的增加,移动网络必须扩展其系统容量。在用户体验和运营成本方面,平衡移动通信量和移动系统容量是非常重要的。目前有两种评估蜂窝网络供需平衡的方法:单蜂窝网络和全国范围的蜂窝网络。然而,这两种方法都不足以在实际蜂窝网络中合理地评估规模的平衡:太窄或太宽。由于无线资源无法在小区间交换,网络运营商必须对业务密集区进行统计管理。本文介绍了由城市交通密集小区组成的虚拟样本区域的概念。我们基于韩国首尔4G系统的实际测量来评估移动流量和系统容量。在本文中,我们提供了在实际的前10%的业务密集小区中大约3年的每10mhz移动流量的测量结果。利用系统级仿真估算虚拟采样区域的频谱效率,利用频谱复用系数、4G频谱带宽、模拟频谱效率评估系统容量。据估计,过去三年4G系统容量的利润率约为30%。
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:481959085
Book学术官方微信