Title :
Study of the effects of stalling events on the quality of experience of mobile streaming videos
Author :
Ghadiyaram, Deepti ; Bovik, Alan C. ; Yeganeh, Hojatollah ; Kordasiewicz, Roman ; Gallant, Michael
Author_Institution :
Univ. of Texas at Austin, Austin, TX, USA
Abstract :
We have created a new mobile video database that models distortions caused by network impairments. In particular, we simulate stalling events and startup delays in over-the-top (OTT) mobile streaming videos. We describe the way we simulated diverse stalling events to create a corpus of distorted videos and the human study we conducted to obtain subjective scores. We also analyzed the ratings to understand the impact of several factors that influence the quality of experience (QoE). To the best of our knowledge, ours is the most comprehensive and diverse study on the effects of stalling events on QoE. We are making the database publicly available [1] in order to help advance state-of-the-art research on user-centric mobile network planning and management.
Keywords :
mobile computing; quality of experience; video databases; video signal processing; video streaming; OTT mobile streaming video; QoE; distorted video; mobile video database; model distortion; over-the-top mobile streaming video; quality of experience; stalling events; startup delays; user-centric mobile network management; user-centric mobile network planning; Databases; Delays; Mobile communication; Quality assessment; Streaming media; Video sequences; Videos; Mobile video quality; quality of experience; rebuffering; subjective quality assessment;
Conference_Titel :
Signal and Information Processing (GlobalSIP), 2014 IEEE Global Conference on
Conference_Location :
Atlanta, GA
DOI :
10.1109/GlobalSIP.2014.7032269