DocumentCode
81100
Title
Video Dissemination over Hybrid Cellular and Ad Hoc Networks
Author
Ngoc Minh Do ; Cheng-Hsin Hsu ; Venkatasubramanian, N.
Author_Institution
Donald Bren Sch. of Inf. & Comput. Sci., Univ. of California, Irvine, Irvine, CA, USA
Volume
13
Issue
2
fYear
2014
fDate
Feb. 2014
Firstpage
274
Lastpage
286
Abstract
We study the problem of disseminating videos to mobile users by using a hybrid cellular and ad hoc network. In particular, we formulate the problem of optimally choosing the mobile devices that will serve as gateways from the cellular to the ad hoc network, the ad hoc routes from the gateways to individual devices, and the layers to deliver on these ad hoc routes. We develop a Mixed Integer Linear Program (MILP)-based algorithm, called POPT, to solve this optimization problem. We then develop a Linear Program (LP)-based algorithm, called MTS, for lower time complexity. While the MTS algorithm achieves close-to-optimum video quality and is more efficient than POPT in terms of time complexity, the MTS algorithm does not run in real time for hybrid networks with large numbers of nodes. We, therefore, propose a greedy algorithm, called THS, which runs in real time even for large hybrid networks. We conduct extensive packet-level simulations to compare the performance of the three proposed algorithms. We found that the THS algorithm always terminates in real time, yet achieves a similar video quality to MTS. Therefore, we recommend the THS algorithm for video dissemination over hybrid cellular and ad hoc networks.
Keywords
ad hoc networks; cellular radio; integer programming; linear programming; telecommunication network routing; LP-based algorithm; MILP-based algorithm; MTS algorithm; POPT; THS algorithm; ad hoc routes; close-to-optimum video quality; gateways; greedy algorithm; hybrid cellular-ad hoc networks; hybrid networks; mixed integer linear program-based algorithm; mobile devices; mobile users; packet-level simulations; time complexity; video dissemination; Ad hoc networks; Base stations; Mobile handsets; Optimization; Schedules; Streaming media; Video recording; Wireless networks; quality optimization; resource allocation; video streaming;
fLanguage
English
Journal_Title
Mobile Computing, IEEE Transactions on
Publisher
ieee
ISSN
1536-1233
Type
jour
DOI
10.1109/TMC.2012.246
Filename
6365637
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