Adaptive scheduling for wireless video transmission in high-speed networks

Zheng Wan, N. Xiong, N. Ghani, M. Peng, A. Vasilakos, Liang Zhou
{"title":"Adaptive scheduling for wireless video transmission in high-speed networks","authors":"Zheng Wan, N. Xiong, N. Ghani, M. Peng, A. Vasilakos, Liang Zhou","doi":"10.1109/INFCOMW.2011.5928803","DOIUrl":null,"url":null,"abstract":"With the increase of wireless bandwidth, wireless video applications become more and more popular. A high speed core network is needed for large-scale applications to collect video from wireless terminals in a distributed way. It is necessary to guarantee video transmission in wireless networks because video data should be firstly transmitted via wireless channel. Since wireless bandwidth is still limited and fluctuates frequently, it is difficult to protect wireless video transmission. In this paper, we propose an adaptive cross layer scheduling schema to reduce video transmission distortion in IEEE 802.11e networks. Firstly, it is preferred to insert each video frame into the access category (AC) with minimum relative queuing delay to reduce transmission delay. Secondly, a dynamic frame assignment algorithm (DFAA) is proposed to guarantee the transmission of high priority frames efficiently, with the constraint of limited bandwidth. Finally, each parameter of DFAA is equipped with a fuzzy logic controller which can produce appropriate adjustment to reply quickly to the variation of video data rate, coding structure and network load. Extensive simulation results are presented to validate the effectiveness of our proposed scheme.","PeriodicalId":402219,"journal":{"name":"2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","volume":"102 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"17","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INFCOMW.2011.5928803","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 17

Abstract

With the increase of wireless bandwidth, wireless video applications become more and more popular. A high speed core network is needed for large-scale applications to collect video from wireless terminals in a distributed way. It is necessary to guarantee video transmission in wireless networks because video data should be firstly transmitted via wireless channel. Since wireless bandwidth is still limited and fluctuates frequently, it is difficult to protect wireless video transmission. In this paper, we propose an adaptive cross layer scheduling schema to reduce video transmission distortion in IEEE 802.11e networks. Firstly, it is preferred to insert each video frame into the access category (AC) with minimum relative queuing delay to reduce transmission delay. Secondly, a dynamic frame assignment algorithm (DFAA) is proposed to guarantee the transmission of high priority frames efficiently, with the constraint of limited bandwidth. Finally, each parameter of DFAA is equipped with a fuzzy logic controller which can produce appropriate adjustment to reply quickly to the variation of video data rate, coding structure and network load. Extensive simulation results are presented to validate the effectiveness of our proposed scheme.
高速网络中无线视频传输的自适应调度
随着无线带宽的增加,无线视频应用越来越受欢迎。大规模应用需要高速核心网以分布式方式采集无线终端的视频。由于视频数据首先要通过无线信道传输,因此必须保证无线网络中的视频传输。由于无线带宽仍然有限且波动频繁,因此难以对无线视频传输进行保护。为了减少IEEE 802.11e网络中的视频传输失真,本文提出了一种自适应跨层调度方案。首先,优选将每个视频帧插入到相对排队延迟最小的接入类别(AC)中,以减少传输延迟。其次,在有限带宽约束下,提出了一种动态帧分配算法(DFAA),以保证高优先级帧的高效传输。最后,DFAA的各个参数都配有模糊控制器,能够根据视频数据速率、编码结构和网络负载的变化做出适当的调整。大量的仿真结果验证了所提方案的有效性。
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