Delay-aware fountain codes for video streaming with optimal sampling strategy

Kairan Sun, Huazi Zhang, Ying Gao*, Dapeng Wu

*Corresponding author for this work

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

6 Citations (Scopus)

Abstract

The explosive demand for online video from smart mobile devices poses unprecedented challenges to delivering high quality of experience (QoE) over wireless networks. Streaming highdefinition video with low delay is difficult mainly due to the stochastic nature of wireless channels and the fluctuating videos bit rate. To address this, we propose a novel delay-aware fountain coding (DAF) technique that integrates channel coding and video coding. In this paper, we reveal that the fluctuation of video bit rate can also be exploited to further improve fountain codes for wireless video streaming. Specifically, we develop two coding techniques: the time-based sliding window and the optimal window-wise sampling strategy. By adaptively selecting the window length and optimally adjusting the sampling pattern according to the ongoing video bit rate, the proposed schemes deliver significantly higher video quality than existing schemes, with low delay and constant data rate. To validate our design, we implement the protocols of DAF, DAF-L (a low-complexity version) and the existing delay-aware video streaming schemes by streaming H.264/AVC and high efficiency video coding (HEVC) standard videos over an 802.11b network on CORE emulation platform. The results show that the decoding ratio of our scheme is 15% to 100% higher than the state of the art techniques.
Original languageEnglish
Article number8826710
Pages (from-to)339-352
JournalJournal of Communications and Networks
Volume21
Issue number4
Online publishedAug 2019
DOIs
Publication statusPublished - Aug 2019
Externally publishedYes

Research Keywords

  • Delay-awareness
  • fountain codes
  • video streaming
  • wireless communications

Fingerprint

Dive into the research topics of 'Delay-aware fountain codes for video streaming with optimal sampling strategy'. Together they form a unique fingerprint.

Cite this