Video Quality Prediction over Wireless 4G

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Abstract

In this paper, we study the problem of video quality prediction over the wireless 4G network. Video transmission data is collected from a real 4G SCM testbed for investigating factors that affect video quality. After feature transformation and selection on video and network parameters, video quality is predicted by solving as regression problem. Experimental results show that the dominated factor on video quality is the channel attenuation and video quality can be well estimated by our models with small errors.
Original languageEnglish (US)
Title of host publicationAdvances in Knowledge Discovery and Data Mining
PublisherSpringer Nature
Pages414-425
Number of pages12
ISBN (Print)978-3-642-37456-2
DOIs
StatePublished - Apr 5 2013

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