A Streaming Transmission Scheme for DVC over Wireless Mobile Ad hoc Networks

Tian Bo, Jing Chunmei
{"title":"A Streaming Transmission Scheme for DVC over Wireless Mobile Ad hoc Networks","authors":"Tian Bo, Jing Chunmei","doi":"10.1109/AIID51893.2021.9456493","DOIUrl":null,"url":null,"abstract":"In order to improve quality of reconstructed frame for distributed video coding(DVC) over wireless mobile Ad hoc networks, a streaming transmission scheme with burst loss tolerance over wireless mobile Ad hoc network was proposed. Consider the fact that non-linear of pixel movement in distributed video coding sequences, the neural network was designed and trained offline using different standard distributed video sequences to achieve generalization. Therefore, the neutral network was exploited to predict the GOP size of distributed video coding sequences, and the rate control method which could be adaptive adjusts the feedback time for blocks in frame was proposed. The Experiment results show that the proposed scheme for DVC has a superior PSNR performance compared with conventional scheme, and enhanced the quality of video in wireless mobile Ad hoc network.","PeriodicalId":412698,"journal":{"name":"2021 IEEE International Conference on Artificial Intelligence and Industrial Design (AIID)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Conference on Artificial Intelligence and Industrial Design (AIID)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AIID51893.2021.9456493","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

In order to improve quality of reconstructed frame for distributed video coding(DVC) over wireless mobile Ad hoc networks, a streaming transmission scheme with burst loss tolerance over wireless mobile Ad hoc network was proposed. Consider the fact that non-linear of pixel movement in distributed video coding sequences, the neural network was designed and trained offline using different standard distributed video sequences to achieve generalization. Therefore, the neutral network was exploited to predict the GOP size of distributed video coding sequences, and the rate control method which could be adaptive adjusts the feedback time for blocks in frame was proposed. The Experiment results show that the proposed scheme for DVC has a superior PSNR performance compared with conventional scheme, and enhanced the quality of video in wireless mobile Ad hoc network.
一种基于无线移动自组织网络的DVC流传输方案
为了提高无线移动自组网分布式视频编码(DVC)重构帧的质量,提出了一种无线移动自组网突发损失容忍流传输方案。考虑到分布式视频编码序列中像素运动的非线性,采用不同标准的分布式视频序列设计和离线训练神经网络,以达到泛化的目的。为此,利用神经网络对分布式视频编码序列的GOP大小进行预测,并提出一种自适应的速率控制方法,对帧内块的反馈时间进行调整。实验结果表明,与传统方案相比,所提出的DVC方案具有更好的PSNR性能,提高了无线移动自组网中的视频质量。
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