基于视图合成缓存的mec无线VR传输系统

Jianmei Dai, Danpu Liu
{"title":"基于视图合成缓存的mec无线VR传输系统","authors":"Jianmei Dai, Danpu Liu","doi":"10.1109/WCNCW.2019.8902723","DOIUrl":null,"url":null,"abstract":"To meet the requirements of lower latency and massive data transmission in wireless Virtual Reality (VR) applications, a mobile edge computing (MEC) enabled VR transmission system is proposed over Cloud Radio Access Network (C-RAN). In the proposed system, an MEC-Cache server is deployed in the pooled base band units (BBU pool) for VR video synthesizing and the video contents can be cached both in the BBU pool and the remote radio heads (RRHs). In addition, a hierarchical and collaborative caching problem is formulated as an integer linear program (ILP) that minimizes the transmission latency, and an online caching strategy is proposed to address the NP completeness of the problem. Rigorous numerical simulations show that, by considering the view synthesis feature of VR videos, the proposed caching scheme always yields better performance in terms of cache hit rate and average transmission latency than other employed caching algorithms.","PeriodicalId":121352,"journal":{"name":"2019 IEEE Wireless Communications and Networking Conference Workshop (WCNCW)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"An MEC-Enabled Wireless VR Transmission System with View Synthesis-based Caching\",\"authors\":\"Jianmei Dai, Danpu Liu\",\"doi\":\"10.1109/WCNCW.2019.8902723\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"To meet the requirements of lower latency and massive data transmission in wireless Virtual Reality (VR) applications, a mobile edge computing (MEC) enabled VR transmission system is proposed over Cloud Radio Access Network (C-RAN). In the proposed system, an MEC-Cache server is deployed in the pooled base band units (BBU pool) for VR video synthesizing and the video contents can be cached both in the BBU pool and the remote radio heads (RRHs). In addition, a hierarchical and collaborative caching problem is formulated as an integer linear program (ILP) that minimizes the transmission latency, and an online caching strategy is proposed to address the NP completeness of the problem. Rigorous numerical simulations show that, by considering the view synthesis feature of VR videos, the proposed caching scheme always yields better performance in terms of cache hit rate and average transmission latency than other employed caching algorithms.\",\"PeriodicalId\":121352,\"journal\":{\"name\":\"2019 IEEE Wireless Communications and Networking Conference Workshop (WCNCW)\",\"volume\":\"25 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 IEEE Wireless Communications and Networking Conference Workshop (WCNCW)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WCNCW.2019.8902723\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE Wireless Communications and Networking Conference Workshop (WCNCW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WCNCW.2019.8902723","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

为了满足无线虚拟现实(VR)应用对低时延和海量数据传输的需求,提出了一种基于云无线接入网(C-RAN)的基于移动边缘计算(MEC)的VR传输系统。在该系统中,用于VR视频合成的池基带单元(BBU pool)中部署了MEC-Cache服务器,视频内容可以同时缓存在BBU pool和远程无线电头(RRHs)中。此外,将分层协同缓存问题表述为最小化传输延迟的整数线性规划(ILP),并提出了一种在线缓存策略来解决该问题的NP完备性。严格的数值模拟表明,考虑到VR视频的视图合成特性,所提出的缓存方案在缓存命中率和平均传输延迟方面始终优于其他缓存算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
An MEC-Enabled Wireless VR Transmission System with View Synthesis-based Caching
To meet the requirements of lower latency and massive data transmission in wireless Virtual Reality (VR) applications, a mobile edge computing (MEC) enabled VR transmission system is proposed over Cloud Radio Access Network (C-RAN). In the proposed system, an MEC-Cache server is deployed in the pooled base band units (BBU pool) for VR video synthesizing and the video contents can be cached both in the BBU pool and the remote radio heads (RRHs). In addition, a hierarchical and collaborative caching problem is formulated as an integer linear program (ILP) that minimizes the transmission latency, and an online caching strategy is proposed to address the NP completeness of the problem. Rigorous numerical simulations show that, by considering the view synthesis feature of VR videos, the proposed caching scheme always yields better performance in terms of cache hit rate and average transmission latency than other employed caching algorithms.
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
期刊最新文献
An Edge and Fog Computing Platform for Effective Deployment of 360 Video Applications On the Fundamental Queue Analysis for Relay-assisted Two-stage Communication Networks Generalized JSDM with Enhanced Interference Management for Massive MIMO Systems Experimental Performance Evaluation of Improved Energy Detection under Noise Uncertainty in Low SNR Regime Energy Minimization of Delay-Constrained Offloading in Vehicular Edge Computing Networks
×
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