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Seamless Dynamic Adaptive Streaming in LTE/Wi-Fi Integrated Network under Smartphone Resource Constraints

Authors
Koo, J.Yi, J.Kim, J.Hoque, M.A.Choi, S.
Issue Date
Jul-2019
Publisher
Institute of Electrical and Electronics Engineers Inc.
Keywords
Adaptive Video Streaming; Bit rate; DASH; Long Term Evolution; LTE/Wi-Fi Networks; Lyapunov Optimization; Optimization; Quality assessment; Smartphone; Streaming media; Video recording; Wireless fidelity
Citation
IEEE Transactions on Mobile Computing, v.18, no.7, pp 1647 - 1660
Pages
14
Journal Title
IEEE Transactions on Mobile Computing
Volume
18
Number
7
Start Page
1647
End Page
1660
URI
https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/3411
DOI
10.1109/TMC.2018.2863234
ISSN
1536-1233
1558-0660
Abstract
Exploiting both LTE and Wi-Fi links simultaneously enhances the performance of video streaming services in a smartphone. However, it is challenging to achieve seamless and high quality video while saving battery energy and LTE data usage to prolong the usage time of a smartphone. In this paper, we propose REQUEST, a video chunk request policy for Dynamic Adaptive Streaming over HTTP (DASH) in a smartphone, which can utilize both LTE and Wi-Fi. REQUEST enables seamless DASH video streaming with near optimal video quality under given budgets of battery energy and LTE data usage. Through extensive simulation and measurement in a real environment, we demonstrate that REQUEST significantly outperforms other existing schemes in terms of average video bitrate, rebuffering, and resource waste. IEEE
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