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Mitigation of the Effects of Network Outage on Video QoE Using a Sender Buffer
Blekinge Institute of Technology, Faculty of Computing, Department of Technology and Aesthetics.
Blekinge Institute of Technology, Faculty of Computing, Department of Technology and Aesthetics.ORCID iD: 0000-0001-8929-4911
2021 (English)In: Electronics, E-ISSN 2079-9292, Vol. 10, no 10, article id 1209Article in journal (Refereed) Published
Abstract [en]

With the growth of multimedia applications and the mobile Internet, quality sense and quality expectation of the end-user are rising rapidly. A small notable distortion in the multimedia applications may degrade the degree of delight of the user, who is very considerate of the video Quality of Experience (QoE). During live streaming, a network outage may result in video freezes and video jumps. To dampen the impact of a network outage on the video QoE, we propose the use of a well-sized sender buffer. We present the concept, derive key analytical relations, and perform a set of subjective tests. Based on those, we report a significant enhancement of user ratings due to the proposed sender buffer in the presence of network outages.

Place, publisher, year, edition, pages
MDPI , 2021. Vol. 10, no 10, article id 1209
Keywords [en]
quality of experience, network outage, video streaming, sender buffer, user experiments
National Category
Telecommunications Communication Systems
Identifiers
URN: urn:nbn:se:bth-21838DOI: 10.3390/electronics10101209ISI: 000654901400001OAI: oai:DiVA.org:bth-21838DiVA, id: diva2:1573908
Note

open access

Available from: 2021-06-28 Created: 2021-06-28 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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