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Cited by 293

The DOI matches its Crossref record; 11 of the 11 references it cites were found in a registry or an index.

On the Index Coding Problem and Its Relation to Network Coding and Matroid Theory

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El Rouayheb, Salim, Sprintson, Alex, Georghiades, Costas·2010·IEEE Transactions on Information Theory

Abstract

Theindex codingproblem has recently attracted a significant attention from the research community due to its theoretical significance and applications in wireless ad hoc networks. An instance of the index coding problem includes a sender that holds a set of information messagesX={x1,...,xk}and a set of receiversR. Each receiver(x,H)inRneeds to obtain a messagex Xand has priorside informationconsisting of a subsetHofX. The sender uses a noiseless communication channel to broadcast encoding of messages inXto all clients. The objective is to find an encoding scheme that minimizes the number of transmissions required to satisfy the demands of all the receivers. In this paper, we analyze the relation between the index coding problem, the more general network coding problem, and the problem of finding a linear representation of a matroid. In particular, we show that any instance of the network coding and matroid representation problems can be efficiently reduced to an instance of the index coding problem. Our reduction implies that many important properties of the network coding and matroid representation problems carry over to the index coding problem. Specifically, we show thatvector linear codesoutperform scalar linear index codes and that vector linear codes are insufficient for achieving the optimum number of transmissions.

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Metadata

Authors
El Rouayheb, S., Sprintson, A., & Georghiades, C.
Venue
IEEE Transactions on Information Theory
Published
2010-07
Volume
56
Issue
7
Pages
3187-3195
ISSN
  • 0018-9448 (ISSN-L)
  • 1557-9654
OpenAlex
W2171844485
Cited by
293
References
11
FWCI
28.03
Type
journal article
Language
en
Open access
green

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El Rouayheb, S., Sprintson, A., & Georghiades, C. (2010). On the Index Coding Problem and Its Relation to Network Coding and Matroid Theory. IEEE Transactions on Information Theory. https://doi.org/10.1109/tit.2010.2048502

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