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XLR (piXel Loss Rate): A Lightweight Indicator to Measure Video QoE in IP Networks
- 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.
- Subjects :
- Noise measurement
Pixel
Computer Networks and Communications
Computer science
Reliability (computer networking)
Real-time computing
Latency (audio)
020206 networking & telecommunications
02 engineering and technology
Network planning and design
Packet loss
0202 electrical engineering, electronic engineering, information engineering
Quality of experience
Electrical and Electronic Engineering
Bitstream
Subjects
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