Poster: User-Oriented QoE Model for Video Streaming on Mobile Devices

被引:0
|
作者
Choi, Wangyu [1 ]
Yoon, Jongwon [1 ]
机构
[1] Hanyang Univ, ERICA, Ansan, South Korea
来源
PROCEEDINGS OF THE 2024 THE 22ND ANNUAL INTERNATIONAL CONFERENCE ON MOBILE SYSTEMS, APPLICATIONS AND SERVICES, MOBISYS 2024 | 2024年
基金
新加坡国家研究基金会;
关键词
QoE model; Perceived visual quality; Machine learning;
D O I
10.1145/3643832.3661410
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The shift from traditional PCs and TVs to mobile devices such as smartphones and tablets has significantly transformed the video streaming landscape. Traditional Quality of Experience (QoE) models, predominantly designed for larger screens, fall short in addressing the nuances of mobile consumption, often misguiding bandwidth usage and quality delivery. This paper introduces a novel user-oriented QoE model tailored for the mobile environment, which accounts for heterogeneous viewing environments. Unlike conventional models that estimate QoE based solely on bitrate and resolution, our approach encompasses the entire video streaming pipeline, from server transmission to the user's perception. In addition, we design lightweight but effective QoE models for mobile devices. This work bridges the gap between user experience and QoE modeling, offering a path toward more adaptive and efficient video streaming services for the increasingly mobile-centric world.
引用
收藏
页码:662 / 663
页数:2
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