DocumentCode
45026
Title
On the Delay Advantage of Coding in Packet Erasure Networks
Author
Dikaliotis, Theodoros K. ; Dimakis, Alexandros G. ; Ho, Tracey ; Effros, Michelle
Author_Institution
California Inst. of Technol., Pasadena, CA, USA
Volume
60
Issue
5
fYear
2014
fDate
May-14
Firstpage
2868
Lastpage
2883
Abstract
We consider the delay of network coding compared to routing with retransmissions in packet erasure networks with probabilistic erasures. We investigate the sublinear term in the block delay required for unicasting n packets and show that there is an unbounded gap between network coding and routing. In particular, we show that delay benefit of network coding scales at least as √n. Our analysis of the delay function for the routing strategy involves a major technical challenge of computing the expectation of the maximum of two negative binomial random variables. Previous characterizations of this expectation are approximate; we derive an exact characterization and analyze its scaling behavior, which may be of independent interest. We also use a martingale bounded differences argument to show that the actual coding delay is concentrated around its expectation.
Keywords
delays; network coding; packet radio networks; telecommunication network routing; block delay; delay function; martingale bounded differences; negative binomial random variables; network coding; network routing; packet erasure networks; packet unicasting; Delays; Encoding; Network coding; Nickel; Random variables; Routing; Spread spectrum communication; Block delay; network coding; packet erasure correction; unicast;
fLanguage
English
Journal_Title
Information Theory, IEEE Transactions on
Publisher
ieee
ISSN
0018-9448
Type
jour
DOI
10.1109/TIT.2014.2306817
Filename
6776539
Link To Document