Vector linear error correcting index codes and discrete polymatroids | IEEE Conference Publication | IEEE Xplore

Vector linear error correcting index codes and discrete polymatroids


Abstract:

The connection between index coding and matroid theory have been well studied in the recent past. El Rouayheb et al. established a connection between multi linear represe...Show More

Abstract:

The connection between index coding and matroid theory have been well studied in the recent past. El Rouayheb et al. established a connection between multi linear representation of matroids and wireless index coding. Muralidharan and Rajan showed that a vector linear solution to an index coding problem exists if and only if there exists a representable discrete polymatroid satisfying certain conditions. Recently index coding with erroneous transmission was considered by Dau et al.. Error correcting index codes in which all receivers are able to correct a fixed number of errors was studied. In this paper we show that vector linear δ-error correcting index code exists if and only if there exists a representable discrete polymatroid satisfying certain conditions.
Date of Conference: 14-19 June 2015
Date Added to IEEE Xplore: 01 October 2015
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Conference Location: Hong Kong, China
References is not available for this document.

I. Introduction

The index coding problem introduced by Birk and Kol [1] involves a source which generates a set of messages and set of receivers which demand messages. Each receiver has prior knowledge of a portion of the message called side- The source uses the side-information available at all the receivers to find a transmission scheme of minimum number of transmissions, which satisfies all the demands of the receivers. Bar-Yossef et al. [2] studied the index coding problem and found that the length of the optimal linear index code is equal to the minrank of a related graph. Lubetzky and Stay [3] showed that non-linear scalar codes are better than linear scalar ones. The connection between multi-linear representation of matroids and index coding was studied by El Rouayheb, Sprintson and Georghiades [4]. It was shown in [5] that a vector linear solution to an index coding problem exists if and only if there exists a representable discrete polymatroid satisfying certain conditions which are determined by the index coding problem.

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1.
Y. Birk and T. Kol, “Informed-source coding-on-demand (ISCOD) over broadcast channels ”, in Proc. IEEE Conf. Comput. Commun., San Francisco, CA, 1998, pp. 1257–1264.
2.
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3.
E. Lubetzky and U. Stav, “Non-linear index coding outperforming the iinear optimum ”, in Proc. 48th Annu. IEEE Symp. Found. Comput. Sci., 2007, pp. 161–168.
4.
S. El Rouayheb, A. Sprintson, and C. Georghiades, “On the Index Coding Problem and Its Relation to Network Coding and Matroid Theory ”, IEEE Transactions on Information Theory, vol. 56, no. 7, June 2010.
5.
V. T. Muralidharan and B. S. Rajan, “Linear index coding and representable discrete polymatroids ”, in IEEE Int. Symp. on Information Theory (ISIT), 2014, pp. 486–490.
6.
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8.
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K. Prasad and B. S. Rajan, “A Matroidal framework for Network-Error Correcting Codes ”, IEEE Transactions on Information Theory, Vol. 61, No. 2, pp. 836–872, February 2015.
10.
A. Thomas and B. S. Rajan, “Vector Linear Error Correcting Index Codes and Discrete Polymatroids ”, Available on ArXiv at http://arxiv.org/abs/1504.04960.
11.
S. H. Dau, V. Skachek, and Y. M. Chee, “On the security of index coding with side information ”, IEEE Trans. Inf. Theory, vol. 58, no. 6, pp. 3975–3988, 2012.
12.
J. Herzog and T. Hibi, “Discrete Polymatroids ”, J. Algebraic Combi- 16 ( 2002 ) pp. 239–268.
13.
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14.
M. Vladoiu, “Discrete polymatroids ”, An. St. Univ. Ovidius, Constanta, 14, 2006, pp. 89–112.

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