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Parametric planning model for video quality evaluation of IPTV services combining channel and video characteristics
Song J.1; Yang F.2,3; Zhou Y.4; Gao S.5
2017-05-01
Source PublicationIEEE Transactions on Multimedia
ISSN15209210
Volume19Issue:5Pages:1015-1029
Abstract

Parametric planning models are designed for estimating the video quality, which can be applied to effective planning, implementation, and management of network video applications and communication networks. However, different from the bitstream-based evaluation models, the planning models are not allowed to exploit the video streams, with only limited information available for use, i.e., a few general parameters predetermined by the service providers and network operators. In this paper, a parametric planning model combining channel and video characteristics is proposed to estimate the video distortion caused by packet loss for Internet protocol television (IPTV) services. More specifically, the probability distribution of the channel states is determined by detailed analysis of the channel characteristics. Then, considering the influence of burst packet loss and the temporal dependence between frames, several sequence-level and frame-level parameters for video quality evaluation are derived from the perspective of the probability distribution of the channel states. Utilizing these parameters, the proposed model approximates the video quality considering the effects of direct packet loss and error propagation. Experimental results show that the proposed model has a superior performance for video quality estimation than the three commonly used parametric planning models.

KeywordNetwork Planning Planning Model Quality Of Experience (Qoe) Planning Video Quality Assessment Video Streaming Applications
DOI10.1109/TMM.2016.2638621
URLView the original
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Telecommunications
WOS SubjectComputer Science, Information Systems ; Computer Science, Software Engineering ; Telecommunications
WOS IDWOS:000404056000010
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Citation statistics
Cited Times [WOS]:6   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Affiliation1.Collaborative Innovation Center of Information Sensing and Understanding and ISN, Xidian University, Xi’an 710071, China
2.State Key Laboratory of ISN, Xidian University, Xi’an 710071, China
3.School of Electrical and Computer Engineering, Royal Melbourne Institute of Technology, Melbourne, VIC 3001, Australia
4.Department of Computer and Information Science, University of Macau, Macau, China
5.Media Technology Laboratory, Huawei Technologies Company Ltd., Shenzhen 518129, China
Recommended Citation
GB/T 7714
Song J.,Yang F.,Zhou Y.,et al. Parametric planning model for video quality evaluation of IPTV services combining channel and video characteristics[J]. IEEE Transactions on Multimedia,2017,19(5):1015-1029.
APA Song J.,Yang F.,Zhou Y.,&Gao S..(2017).Parametric planning model for video quality evaluation of IPTV services combining channel and video characteristics.IEEE Transactions on Multimedia,19(5),1015-1029.
MLA Song J.,et al."Parametric planning model for video quality evaluation of IPTV services combining channel and video characteristics".IEEE Transactions on Multimedia 19.5(2017):1015-1029.
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