DocumentCode
20846
Title
Energy and Content Aware Multi-Homing Video Transmission in Heterogeneous Networks
Author
Ismail, Mahamod ; Weihua Zhuang ; Elhedhli, S.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
Volume
12
Issue
7
fYear
2013
fDate
Jul-13
Firstpage
3600
Lastpage
3610
Abstract
This paper studies video transmission using a multi-homing service in a heterogeneous wireless access medium. We propose an energy and content aware video transmission framework that incorporates the energy limitation of mobile terminals (MTs) and the quality-of-service (QoS) requirements of video streaming applications, and employs the available opportunities in a heterogeneous wireless access medium. In the proposed framework, the MT determines the transmission power for the utilized radio interfaces, selectively drops some packets under the battery energy limitation, and assigns the most valuable packets to different radio interfaces in order to minimize the video quality distortion. First, the problem is formulated as MINLP which is known to be NP-hard. Then we employ a piecewise linearization approach and solve the problem using a cutting plane method which reduces the associated complexity from MINLP to a series of MIPs. Finally, for practical implementation in MTs, we approximate the video transmission framework using a two-stage optimization problem. Numerical results demonstrate that the proposed framework exhibits very close performance to the exact problem solution. In addition, the proposed framework, unlike the existing solutions in literature, offers a choice for desirable trade-off between the achieved video quality and the MT operational period per battery charging.
Keywords
optimisation; piecewise linear techniques; radio networks; video streaming; MINLP; MT; battery energy limitation; content aware multihoming video transmission; cutting plane method; heterogeneous wireless access medium; mobile terminals; piecewise linearization approach; quality-of-service requirements; radio interfaces; two-stage optimization problem; video quality distortion; video streaming applications; Multi-homing video transmission; heterogeneous wireless access medium; precedence-constrained multiple knapsack problem (PC-MKP); video packet scheduling;
fLanguage
English
Journal_Title
Wireless Communications, IEEE Transactions on
Publisher
ieee
ISSN
1536-1276
Type
jour
DOI
10.1109/TWC.2013.062713.130302
Filename
6552839
Link To Document