IPTV视频QoE评估策略的研究及应用

乔楠; 刘奕彤; 沈云; 桑林; 杨大成

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No-Reference Modeling for Quality ofExperience Evaluation on IPTV

首发时间：2013-08-28

Qiao Nan ¹
Qiao Nan,Postgraduate student from Wireless Theories and Technologies (WT&T) Lab, Beijing University of Posts and Telecommunications. Major in Communication and Information System. Research on Qulity of Experience (QoE) of streaming video.
Liu Yitong ² Shen Yun ² Sang Lin ²
Sang Lin, Professor, vice president of SICE of Beijing University of Posts and Telecommunication, major research interest is theories and technologies of wireless communications.
Yang Dacheng ²

1、Wireless Theories and Technologies (WT&T) Lab, Beijing University of Posts and Telecommunications, Beijing 100876
2、Wireless Theories and Technologies (WT&T) Lab, Beijing University of Posts and Telecommunications, 100876

Abstract：IPTV services are becoming one of the most promising applications over the next generation network. End user's subjective perception on IPTV services, namely Quality of Experience (QoE), is increasingly gaining attention by service provider. In this paper, a no-reference QoE evaluation model is proposed to forecast the end user's perception on IPTV services. Our proposed model derived a mapping function assessing subjective quality from network-related quality of service (QoS) parameters, amended by video bit rate and motion parameter, which affect the degree of video quality robustness due to network impairments. The Pearson Correlation Coefficient between QoE score and MOS is achieved 0.957 and the Root Mean Square Error (RMSE) is 0.248. Therefore, our proposed model can be applied to evaluate end user's perception on IPTV services with considerable accuracy.

keywords： Quality of Experience IPTV objective qualityassessment no-reference

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IPTV视频QoE评估策略的研究及应用

乔楠 ¹
Qiao Nan,Postgraduate student from Wireless Theories and Technologies (WT&T) Lab, Beijing University of Posts and Telecommunications. Major in Communication and Information System. Research on Qulity of Experience (QoE) of streaming video.
刘奕彤 ² 沈云 ² 桑林 ³
Sang Lin, Professor, vice president of SICE of Beijing University of Posts and Telecommunication, major research interest is theories and technologies of wireless communications.
杨大成 ²

1、北京邮电大学无线理论与技术实验室，北京 100876
2、Wireless Theories and Technologies (WT&T) Lab, Beijing University of Posts and Telecommunications, 100876
3、无线理论与技术实验室, 北京邮电大学, 100876

摘要：IPTV服务的用户体验质量（QoE：Quality of Experience）正逐渐被服务提供商所关注。本文提出了一个无参考的QoE评价模型，用于预测IPTV服务的用户感受。该模型建立了从网络服务质量（QoS：quality of service）到主观质量的映射，由于在网络损伤条件下视频比特率及运动性会影响视频质量鲁棒性，因此我们用这两个参数对映射进行修正。该模型的皮尔逊相关系数0.957，均方误差（RMSE ：Root Mean Square Error）为0.248。数据表明，此模型可准确预测IPTV服务的用户主观感受。

关键词：通信与信息系统体验质量 IPTV 客观质量评价

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Qiao Nan,Liu Yitong,Shen Yun,et al. No-Reference Modeling for Quality ofExperience Evaluation on IPTV[EB/OL]. Beijing:Sciencepaper Online[2013-08-28]. https://www.paper.edu.cn/releasepaper/content/201308-319.

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论文编号	201308-319
论文题目	IPTV视频QoE评估策略的研究及应用
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