Probabilistic Offload Scheme in Integrated Cellular WiFi Systems

Insook Kim, Dongwoo Kim
{"title":"Probabilistic Offload Scheme in Integrated Cellular WiFi Systems","authors":"Insook Kim, Dongwoo Kim","doi":"10.1109/NGMAST.2015.18","DOIUrl":null,"url":null,"abstract":"WiFi offloading is a cost-effective way of alleviating the problem of highly congested cellular networks. In this paper, we consider WiFi offloading problem in an integrated cellular WiFi system consisting of mobile base station (MBS) and WiFi access point (AP). We propose a probabilistic offloading scheme, where cellular packets that arrive at the queue of MBS are offloaded to the queue of WiFi AP with an offload probability. The offload probability is determined to minimize the average delay experienced by the cellular packets while guaranteeing stability of both cellular and WiFi system. We model the arrivals and fulfillments of data services of a cellular operator as an M/M/1 queue. We investigate two priority disciplines: First-In-First-Out (FIFO) and Non-Preemptive Priority Rule (NPPR). We provide an exact optimal offload probability for FIFO, but present an upper bound on the optimal probability for NPPR. Numerical investigation is used to verify the optimality of the proposed solutions, to examine the effect of packet arrival rate of MBS and compare the average delays for FIFO and NPPR.","PeriodicalId":217588,"journal":{"name":"2015 9th International Conference on Next Generation Mobile Applications, Services and Technologies","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 9th International Conference on Next Generation Mobile Applications, Services and Technologies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NGMAST.2015.18","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

WiFi offloading is a cost-effective way of alleviating the problem of highly congested cellular networks. In this paper, we consider WiFi offloading problem in an integrated cellular WiFi system consisting of mobile base station (MBS) and WiFi access point (AP). We propose a probabilistic offloading scheme, where cellular packets that arrive at the queue of MBS are offloaded to the queue of WiFi AP with an offload probability. The offload probability is determined to minimize the average delay experienced by the cellular packets while guaranteeing stability of both cellular and WiFi system. We model the arrivals and fulfillments of data services of a cellular operator as an M/M/1 queue. We investigate two priority disciplines: First-In-First-Out (FIFO) and Non-Preemptive Priority Rule (NPPR). We provide an exact optimal offload probability for FIFO, but present an upper bound on the optimal probability for NPPR. Numerical investigation is used to verify the optimality of the proposed solutions, to examine the effect of packet arrival rate of MBS and compare the average delays for FIFO and NPPR.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
集成蜂窝WiFi系统中的概率卸载方案
WiFi卸载是缓解蜂窝网络高度拥塞问题的一种经济有效的方法。本文研究了由移动基站(MBS)和WiFi接入点(AP)组成的集成蜂窝WiFi系统中的WiFi卸载问题。我们提出了一种概率卸载方案,其中到达MBS队列的蜂窝数据包以卸载概率卸载到WiFi AP队列。卸载概率的确定是为了在保证蜂窝和WiFi系统稳定性的同时,使蜂窝数据包经历的平均延迟最小。我们将移动运营商的数据服务到达和实现建模为M/M/1队列。我们研究了两个优先原则:先进先出(FIFO)和非抢占优先规则(NPPR)。我们为FIFO提供了精确的最佳卸载概率,但为NPPR提供了最佳概率的上限。数值研究验证了所提方案的最优性,检验了分组到达率对MBS的影响,并比较了FIFO和NPPR的平均延迟。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Is Rural Botswana Stuck to the "Chalkboard Only" Era while Others Make Strides in Mobile Learning? BBCast: Cloud-Based Interactive Public Bulletin Board Cloud and Energy Management -- Issues and Concerns Q-learning Based Random Access with Collision free RACH Interactions for Cellular M2M Spheres: A Web Services Framework for Smartphone Sensing as a Service
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1