Interval Type-2 Fuzzy Logic Quality prediction model for wireless 4kUHD H.265-coded video streaming

This paper proposes a prediction model for the perceptual quality of wireless 4kUHD H.265 video streaming. Based on Interval Type-2 Fuzzy Logic System (IT2FLS), the model exploits application and physical layer parameters. The results show that good prediction accuracy was obtained from the proposed...

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Bibliographic Details
Published in2016 IEEE International Conference on Consumer Electronics (ICCE) pp. 407 - 408
Main Authors Alreshoodi, Mohammed, Adeyemi-Ejeye, A. O., Woods, John, Walker, S. D., Pokhrel, Jeevan
Format Conference Proceeding Journal Article
LanguageEnglish
Published IEEE 01.01.2016
Subjects
Accuracy
Conferences
Consumption
Electronics
Fuzzy logic
Intervals
Mathematical models
Measurement
Predictive models
Quality assessment
Quality of service
Streaming media
Video transmission
Wireless communication
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Summary:This paper proposes a prediction model for the perceptual quality of wireless 4kUHD H.265 video streaming. Based on Interval Type-2 Fuzzy Logic System (IT2FLS), the model exploits application and physical layer parameters. The results show that good prediction accuracy was obtained from the proposed prediction model. This study should help in the development of a reference-free video quality prediction model and QoS control methods for 4kUHD video streaming.
Bibliography:ObjectType-Article-2
SourceType-Scholarly Journals-1
ObjectType-Conference-1
ObjectType-Feature-3
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SourceType-Conference Papers & Proceedings-2
ISSN:2158-4001
DOI:10.1109/ICCE.2016.7430668