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Impact of Disturbance Locations on Video Quality of Experience
Responsible organisation
2011 (English)Conference paper, Published paper (Refereed) Published
Abstract [en]

Quality of experience is getting the attention of the research community as well as the industry. In case of real-time streaming, packet loss, delay and jitter degrades the video quality. The player buffer can be emptied due to long delay, which freezes video at playout, while resuming the streaming video content causes jumps to current location. There is the question, how user is going to react to such kind of artifacts with respect to location where they arise. We collected user ratings for videos showing the artifacts due to delay variation as well as freezes and jumps at different locations. We also verified these results with Perceptual Evaluation of Video Quality (PEVQ) application. For delay and delay variation case, the PEVQ results are aligning to the human rating, but both differ in freeze-and-jump case. The users' responses in case of freeze-and-jump shows interesting results with respect to location.

Place, publisher, year, edition, pages
Lisbon: EuroITV 2011 Workshop: Quality of Experience for Multimedia Content Sharing , 2011.
Keywords [en]
Quality of Experience, User Perception, PVEQ
National Category
Telecommunications Computer Sciences
Identifiers
URN: urn:nbn:se:bth-7327Local ID: oai:bth.se:forskinfoDB81B65AA40A5450C12579800049FEDDOAI: oai:DiVA.org:bth-7327DiVA, id: diva2:834934
Conference
EuroITV 2011 Workshop: Quality of Experience for Multimedia Content Sharing
Available from: 2012-09-18 Created: 2012-01-09 Last updated: 2025-09-30Bibliographically approved
In thesis
1. Mitigating the Effect of Networks on Mobile Video Quality of Experience
Open this publication in new window or tab >>Mitigating the Effect of Networks on Mobile Video Quality of Experience
2025 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

The rapid growth in mobile video consumption, driven by advancements in mobile devices and network infrastructure, has raised user expectations for seamless video Quality of Experience (QoE) despite improvements in video streaming, network impairments like packet loss, delay, jitter, and outages. For instance, outages can cause visual artifacts like freezing, jumping, and missing frames, which negatively affect user perception. Understanding the relationship between network performance and QoE is crucial for improving user satisfaction.

This thesis investigates the impact of network performance on mobile video QoE and proposes strategies to mitigate these effects. The objectives include: (1) understanding TCP/IP’s role in influencing QoE, (2) exploring the effects of Quality of Service (QoS) parameters such as delay, jitter, and packet loss on video quality, (3) analyzing the impact of network outages on QoE, and (4) developing a buffer-based solution to mitigate network disruptions.

The research employs theoretical modeling, controlled emulation experiments, and subjective assessments to evaluate QoE. The QoE Hourglass Model links network-layer parameters to user-perceived quality. Subjective tests, guided by ITU-T recommendations, use the Absolute Category Rating (ACR) method and Mean Opinion Scores (MOS) to assess video quality under various conditions. Additionally, the effectiveness of a sender buffer mechanism is tested through statistical analyses and user evaluations.

The findings reveal that network impairments, especially packet loss and delay variation, significantly degrade QoE. The QoE Hourglass Model provides a structured framework for understanding these effects. Experimental results show that higher frame rates and proactive buffering improve user perception. Perceptual Evaluation of Video Quality (PEVQ) and Temporal Quality Metric (TQM) measurements correlate with user ratings but are less accurate in predicting video freezes. The sender buffer mechanism effectively reduces freeze durations and enhances QoE during network outages.

This research emphasizes the impact of network impairments on video QoE and offers practical solutions, such as the sender buffer mechanism, to mitigate disruptions and enhance user satisfaction in video streaming.

Place, publisher, year, edition, pages
Karlskrona, Sweden: Blekinge Tekniska Högskola, 2025. p. 161
Series
Blekinge Institute of Technology Doctoral Dissertation Series, ISSN 1653-2090 ; 2025:06
Keywords
QoE, Quality of Experience, QoS, Quality of Service, Mobile Video, Live Video, Multimedia Streaming
National Category
Engineering and Technology Telecommunications
Research subject
Telecommunication Systems
Identifiers
urn:nbn:se:bth-27779 (URN)978-91-7295-502-8 (ISBN)
Public defence
2025-06-13, J1630, Blekinge Institute of Technology, Karlskrona, 10:15 (English)
Opponent
Supervisors
Available from: 2025-04-28 Created: 2025-04-27 Last updated: 2025-09-30Bibliographically approved

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Minhas, Tahir NawazFiedler, Markus

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