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XLR (piXel Loss Rate): A Lightweight Indicator to Measure Video QoE in IP Networks

Authors :
Narciso Garcia
César Díaz
Pablo Perez
Julian Cabrera
Jaime J. Ruiz
Source :
IEEE Transactions on Network and Service Management. 17:1096-1109
Publication Year :
2020
Publisher :
Institute of Electrical and Electronics Engineers (IEEE), 2020.

Abstract

A novel Key Quality Indicator for video delivery applications, XLR (piXel Loss Rate), is defined, characterized, and evaluated. The proposed indicator is an objective measure that captures the effects of transmission errors in the received video, has a good correlation with subjective Mean Opinion Scores, and provides comparable results with state-of-the-art Full-Reference metrics. Moreover, XLR can be estimated using only a lightweight analysis on the compressed bitstream, thus allowing a No-Reference operational method. Therefore, XLR can be used for measuring the quality of experience without latency at any network location. Thus, it is a relevant tool for network planning, specially in new high-demanding scenarios. The experiments carried out show the outstanding performance of its linear-dimension score and the reliability of the bitstream-based estimation.

Details

ISSN :
23737379
Volume :
17
Database :
OpenAIRE
Journal :
IEEE Transactions on Network and Service Management
Accession number :
edsair.doi...........78c40e9932c988a0fdd951cb3052d004
Full Text :
https://doi.org/10.1109/tnsm.2020.2980752