DocumentCode
1233525
Title
Stochastic analysis of network coding in epidemic routing
Author
Lin, Yunfeng ; Li, Baochun ; Liang, Ben
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON
Volume
26
Issue
5
fYear
2008
fDate
6/1/2008 12:00:00 AM
Firstpage
794
Lastpage
808
Abstract
Epidemic routing has been proposed to reduce the data transmission delay in disruption tolerant wireless networks, in which data can be replicated along multiple opportunistic paths as different nodes move within each other´s communication range. With the advent of network coding, it is intuitive that data can not only be replicated, but also coded, when the transmission opportunity arises. However, will opportunistic communication with network coding perform any better than simple replications? In this paper, we present a stochastic analytical framework to study the performance of epidemic routing using network coding in opportunistic networks, as compared to the use of replication. We analytically show that network coding is superior when bandwidth and node buffers are limited, reflecting more realistic scenarios. Our analytical study is able to provide further insights towards future designs of efficient data communication protocols using network coding. As an example, we propose a priority based coding protocol, with which the destination can decode a high priority subset of the data much earlier than it can decode any data without the use of priorities. The correctness of our analytical results has also been confirmed by our extensive simulations.
Keywords
decoding; encoding; protocols; radio networks; stochastic processes; telecommunication network routing; data transmission delay; decoding; disruption tolerant wireless network; epidemic routing; multiple opportunistic path; network coding; priority based coding protocol; stochastic analysis; Bandwidth; Data communication; Decoding; Disruption tolerant networking; Network coding; Performance analysis; Protocols; Routing; Stochastic processes; Wireless networks;
fLanguage
English
Journal_Title
Selected Areas in Communications, IEEE Journal on
Publisher
ieee
ISSN
0733-8716
Type
jour
DOI
10.1109/JSAC.2008.080606
Filename
4530736
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