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Layered coding for interference channels with partial transmitter side information

Publication ,  Journal Article
Thejaswi, PSC; Bennatan, A; Zhang, J; Calderbank, AR; Cochran, D
Published in: IEEE Transactions on Information Theory
May 1, 2011

A two-user interference channel is considered where each transmitter has access to a part of the information intended to the other destination. A primary objective is to maximize the information rates, by exploring the cooperation between the transmitters for interference mitigation, based on the partial side information. It is clear that full cooperation between the transmitters is not possible since each transmitter has only a part of the side information. With this insight, several "layered coding" schemes, consisting of binning and superposition at different stages, are developed. These schemes are are carefully built on coding strategies for the classical interference channel and node cooperation mechanisms. In particular, two layered coding schemes, which are based on a combination of MIMO broadcast coding and the HanKobayashi (HK) coding, are thoroughly studied : The first one, namely layered coding with binning, makes heavy use of the GelfandPinsker binning and the HK coding and the second one, namely layered superposition coding, involves superposition coding over different tiers. Rate regions corresponding to the proposed schemes are derived. Then the application of these coding schemes are illustrated for the Gaussian case and numerical results corroborate that the proposed layered coding schemes yield substantial gains at high SNR. © 2011 IEEE.

Duke Scholars

Published In

IEEE Transactions on Information Theory

DOI

ISSN

0018-9448

Publication Date

May 1, 2011

Volume

57

Issue

5

Start / End Page

2765 / 2780

Related Subject Headings

  • Networking & Telecommunications
  • 4613 Theory of computation
  • 4006 Communications engineering
  • 1005 Communications Technologies
  • 0906 Electrical and Electronic Engineering
  • 0801 Artificial Intelligence and Image Processing
 

Citation

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Thejaswi, P. S. C., Bennatan, A., Zhang, J., Calderbank, A. R., & Cochran, D. (2011). Layered coding for interference channels with partial transmitter side information. IEEE Transactions on Information Theory, 57(5), 2765–2780. https://doi.org/10.1109/TIT.2011.2119670
Thejaswi, P. S. C., A. Bennatan, J. Zhang, A. R. Calderbank, and D. Cochran. “Layered coding for interference channels with partial transmitter side information.” IEEE Transactions on Information Theory 57, no. 5 (May 1, 2011): 2765–80. https://doi.org/10.1109/TIT.2011.2119670.
Thejaswi PSC, Bennatan A, Zhang J, Calderbank AR, Cochran D. Layered coding for interference channels with partial transmitter side information. IEEE Transactions on Information Theory. 2011 May 1;57(5):2765–80.
Thejaswi, P. S. C., et al. “Layered coding for interference channels with partial transmitter side information.” IEEE Transactions on Information Theory, vol. 57, no. 5, May 2011, pp. 2765–80. Scopus, doi:10.1109/TIT.2011.2119670.
Thejaswi PSC, Bennatan A, Zhang J, Calderbank AR, Cochran D. Layered coding for interference channels with partial transmitter side information. IEEE Transactions on Information Theory. 2011 May 1;57(5):2765–2780.

Published In

IEEE Transactions on Information Theory

DOI

ISSN

0018-9448

Publication Date

May 1, 2011

Volume

57

Issue

5

Start / End Page

2765 / 2780

Related Subject Headings

  • Networking & Telecommunications
  • 4613 Theory of computation
  • 4006 Communications engineering
  • 1005 Communications Technologies
  • 0906 Electrical and Electronic Engineering
  • 0801 Artificial Intelligence and Image Processing