Real-Time QoE Monitoring System for Video Streaming Services with Adaptive Media Playout

Mingfu Li, C. Yeh, Shao-Yu Lu
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引用次数: 18

Abstract

Quality of Experience (QoE) of video streaming services has been attracting more and more attention recently. Therefore, in this work we designed and implemented a real-time QoE monitoring system for streaming services with Adaptive Media Playout (AMP), which was implemented into the VideoLAN Client (VLC) media player to dynamically adjust the playout rate of videos according to the buffer fullness of the client buffer. The QoE monitoring system reports the QoE of streaming services in real time so that network/content providers can monitor the qualities of their services and resolve troubles immediately whenever their subscribers encounter them. Several experiments including wired and wireless streaming were conducted to show the effectiveness of the implemented AMP and QoE monitoring system. Experimental results demonstrate that AMP significantly improves the QoE of streaming services according to the Mean Opinion Score (MOS) estimated by our developed program. Additionally, some challenging issues in wireless streaming have been easily identified using the developed QoE monitoring system.
基于自适应媒体播放的视频流服务实时QoE监控系统
视频流媒体服务的体验质量(QoE)近年来受到越来越多的关注。因此,本文设计并实现了一种基于自适应媒体播放(AMP)的流媒体服务实时QoE监控系统,并将该系统实现到VideoLAN Client (VLC)媒体播放器中,根据客户端缓冲区的缓冲区满度动态调整视频的播放速率。QoE监控系统实时报告流媒体服务的QoE,以便网络/内容提供商可以监控其服务质量,并在用户遇到问题时立即解决问题。通过有线和无线流实验,验证了所实现的AMP和QoE监测系统的有效性。实验结果表明,根据我们开发的程序估计的平均意见分数(MOS), AMP显着提高了流媒体服务的QoE。此外,使用开发的QoE监控系统可以很容易地识别无线流媒体中的一些具有挑战性的问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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