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An Unequal Error Protection Scheme for HEVC Encoded Video Streams Over Wireless Fading Channels Using RCPC Codes

机译:使用RCPC码的无线衰落信道上的HEVC编码视频流的不平等错误保护方案

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摘要

Digital video technology has evolved from VGA to UHD and 4K in last few decades. With recent advances in technology, HD and Ultra HD digital video content has become ubiquitous. Many of the latest digital multimedia devices like LED TV's, smartphones, tablets and portable media players are capable of streaming HD and UHD content over wireless mediums. The main challenges in transmitting HD and UHD video content over wireless mediums is that it requires high compression efficiency and low video distortion. By using High Efficiency Video Coding (HEVC) standard we can achieve high compression ratios but unfortunately the distortion caused by packet losses while transmitting HEVC video bit stream over wireless channels cannot be avoided.;This thesis is aimed at designing an Unequal Error Protection (UEP) scheme for efficient transmission of HEVC video bit streams over wireless channels. First, we created a database of video parameters extracted from several test videos and developed a statistical regression model for finding the most important video parameters that play role in causing transmission distortion. Next, we assigned priorities to each individual slice of test video based on regression analysis. Finally, we developed a model to assign a Forward Error Correction (FEC) code rate based on the priority ranking of each video slice. By predicting vital factors in transmission distortion and assigning unequal error protection code rates our scheme provides low transmission distortion and high Peak Signal to Noise Ratio (PSNR) for received videos.
机译:在过去的几十年中,数字视频技术已经从VGA演变成UHD和4K。随着技术的最新发展,高清和超高清数字视频内容已无处不在。 LED电视,智能手机,平板电脑和便携式媒体播放器等许多最新的数字多媒体设备都能够通过无线媒体流传输高清和超高清内容。通过无线介质传输HD和UHD视频内容的主要挑战是,它需要高压缩效率和低视频失真。通过使用高效视频编码(HEVC)标准,我们可以实现较高的压缩率,但不幸的是,无法避免在无线通道上传输HEVC视频比特流时由于数据包丢失而造成的失真。;本文旨在设计一种不等错误保护(UEP) )方案,以在无线信道上有效传输HEVC视频比特流。首先,我们创建了一个从多个测试视频中提取的视频参数的数据库,并开发了一种统计回归模型,用于查找在导致传输失真中起作用的最重要的视频参数。接下来,我们基于回归分析为测试视频的每个单独片段分配优先级。最后,我们开发了一个模型,可基于每个视频片段的优先级等级分配前向纠错(FEC)码率。通过预测传输失真中的关键因素并分配不相等的错误保护码率,我们的方案为接收的视频提供了低传输失真和高峰值信噪比(PSNR)。

著录项

  • 作者

    Ali, Saddam.;

  • 作者单位

    San Diego State University.;

  • 授予单位 San Diego State University.;
  • 学科 Electrical engineering.
  • 学位 M.S.
  • 年度 2017
  • 页码 64 p.
  • 总页数 64
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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