A Lightweight End-Side User Experience Data Collection System for Quality Evaluation of Multimedia Communications

被引:34
作者
Chen, Lei [1 ]
Jiang, Dingde [2 ]
Song, Houbing [3 ]
Wang, Ping [4 ]
Bao, Rong [1 ]
Zhang, Kailiang [1 ]
Li, Yi [5 ]
机构
[1] Xuzhou Univ Technol, Jiangsu Prov Key Lab Intelligent Ind Control Tech, Xuzhou 221000, Peoples R China
[2] Univ Elect Sci & Technol China, Sch Aeronaut & Astronaut, Chengdu 611731, Sichuan, Peoples R China
[3] Embry Riddle Aeronaut Univ, Dept Elect Comp Software & Syst Engn, Daytona Beach, FL 32114 USA
[4] Tongji Univ, Coll Elect & Informat Engn, Shanghai 201804, Peoples R China
[5] Xuzhou Construct Machinery Grp Res Inst, Xuzhou 221000, Peoples R China
基金
中国国家自然科学基金;
关键词
Quality of experience; quality of service; mobile communications; multimedia service; end-to-end evaluation; QOE;
D O I
10.1109/ACCESS.2018.2794354
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A lightweight evaluation system, which can be deployed on common user equipment in commercial mobile networks, is proposed for measuring the user experience of multimedia services. The user experience evaluation system can measure the key quality indicators of traditional and emerging services in different scenarios. In contrast to traffic models, this system models typical user behavior to construct complex scenarios of communication networks. In commercial network experiments, the proposed evaluation system achieves stable and efficient performance in complex scenarios, which consist of different types of services and typical user behaviors.
引用
收藏
页码:15408 / 15419
页数:12
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