DocumentCode
112944
Title
A Novel Traffic Rate Measurement Algorithm for Quality of Experience-Aware Video Admission Control
Author
Qadir, Qahhar Muhammad ; Kist, Alexander A. ; Zhongwei Zhang
Author_Institution
Sch. of Mech. & Electr. Eng., Univ. of Southern Queensland, Toowoomba, QLD, Australia
Volume
17
Issue
5
fYear
2015
fDate
May-15
Firstpage
711
Lastpage
722
Abstract
With the inevitable dominance of video traffic on the Internet, providing perceptually good video quality is becoming a challenging task. This is partly due to the bursty nature of video traffic, changing network conditions, and limitations of network transport protocols. This growth of video traffic has made quality of experience (QoE) of the end user the focus of the research community. In contrast, Internet service providers are concerned about maximizing revenue by accepting as many sessions as possible, as long as customers remain satisfied. However, there is still no entirely satisfactory admission algorithm for flows with variable rate. The trade-off between the number of sessions and perceived QoE can be optimized by exploiting the bursty nature of video traffic. This paper proposes a novel algorithm to determine the upper limit of the aggregate video rate that can exceed the available bandwidth without degrading the QoE of accepted video sessions. A parameter β that defines the exceedable limit is defined . The proposed algorithm results in accepting more sessions without compromising the QoE of ongoing video sessions. Thus it contributes to the optimization of the QoE-Session trade-off in support of the expected growth of video traffic on the Internet.
Keywords
Internet; quality of experience; telecommunication congestion control; telecommunication traffic; transport protocols; video communication; Internet service providers; QoE; changing network conditions; network transport protocols; quality of experience; quality of experience-aware video admission control; traffic rate measurement algorithm; video sessions; video traffic; Admission control; Equations; Internet; Mathematical model; PSNR; Streaming media; Measurement-based admission control (MBAC); QoE; optimization; video;
fLanguage
English
Journal_Title
Multimedia, IEEE Transactions on
Publisher
ieee
ISSN
1520-9210
Type
jour
DOI
10.1109/TMM.2015.2416637
Filename
7067381
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