考虑暂停位置的影响,评估HTTP视频流的体验质量

Ruiyi Wang, Yang Geng, Yifan Ding, Yang Yang, Wenjing Li
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引用次数: 9

摘要

为了评估HTTP视频流的体验质量(QoE),本文采用了三层服务质量(QoS)模型:网络QoS、应用QoS和QoE。我们主要研究了暂停位置的影响,因此提出了两个新的应用程序性能指标:每次暂停的位置和暂停的时间间隔。我们首先关注视频播放器的缓冲行为,并基于解析模型和数学模型将应用QoS与网络QoS关联起来。然后进行主观测试和实验,评估应用性能指标对QoE的影响,并建立反向传播神经网络(BPNN)将应用QoS映射到QoE。本文揭示了视频前段的暂停,以及更短的暂停时间间隔,对HTTP视频流的QoE有更高的负面影响。
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Assessing the quality of experience of HTTP video streaming considering the effects of pause position
In order to assess the quality of experience (QoE) of HTTP video streaming, the model of three levels of quality of service (QoS): network QoS, application QoS and QoE, is employed in this paper. We mainly study the effects of pause position, and therefore propose two new application performance metrics: location of each pause and time interval of pauses. We first focus on the buffer behaviors of the video player, and correlate the application QoS with the network QoS, based on the analytical model and mathematical model. Then the subjective tests and experiments are carried out to assess how application performance metrics affect the QoE, and the Back Propagation Neural Net (BPNN) is established to map the application QoS to the QoE. This paper reveals that the pauses in the front part of the video, as well as the shorter time interval of pauses, have a higher negative effect on QoE of HTTP video streaming.
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