A Context-aware QoE-driven Strategy for Adaptive Video Streaming in 5G multi-RAT Environments

Faouzi Bouali, Klaus Moessner, Michael Fitch

Research output: Chapter in Book/Report/Conference proceedingConference proceedingpeer-review

2 Citations (Scopus)
1 Downloads (Pure)

Abstract

This paper extends traditional dynamic adaptive streaming over HTTP (DASH) to efficiently exploit all available bands and licensing regimes in a given context. A novel objective quality-of-experience (QoE) metric is proposed to capture the most relevant factors that impact user perception during streaming sessions. Based on it, a QoE-driven adaptation strategy is devised to jointly select the best radio access technology (RAT) and quality for each video segment depending on the various components of the context. It relies first on fuzzy logic to estimate the QoE provided by each available RAT subject to the uncertainty level associated with DASH clients. Then, a fuzzy multiple attribute decision making (MADM) methodology is developed to combine the QoE estimates with the heterogeneous components of the context to assess the in-context suitability levels. The proposed approach is applied to adapt video streaming across available RATs in dense deployments for a set of Bronze and Gold subscriptions. The results reveal that the proposed strategy always assigns Gold clients to the well-regulated licensed band, while switches Bronze clients between licensed and unlicensed bands depending on the operating conditions. It strikes a balance between maximising video quality and reducing playback stalling, which significantly improves the perceived QoE compared to the traditional DASH approach.
Original languageEnglish
Title of host publication20th International Symposium on Wireless Personal Multimedia Communications (WPMC)
PublisherIEEE
Pages354-360
Number of pages7
ISBN (Electronic)978-1-5386-2768-6
ISBN (Print)978-1-5386-2769-3
DOIs
Publication statusPublished - 27 Feb 2018
Externally publishedYes
Event20th International Symposium on Wireless Personal Multimedia Communications - Bali, Indonesia
Duration: 17 Dec 201720 Dec 2017

Conference

Conference20th International Symposium on Wireless Personal Multimedia Communications
CountryIndonesia
CityBali
Period17/12/1720/12/17

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