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On the Optimality of Treating Interference as Noise

Publication ,  Journal Article
Geng, C; Naderializadeh, N; Avestimehr, AS; Jafar, SA
Published in: IEEE Transactions on Information Theory
April 1, 2015

It is shown that in the K-user interference channel, if for each user the desired signal strength is no less than the sum of the strengths of the strongest interference from this user and the strongest interference to this user (all values in decibel scale), then the simple scheme of using point-to-point Gaussian codebooks with appropriate power levels at each transmitter and treating interference as noise (TIN) at every receiver (in short, TIN scheme) achieves all points in the capacity region to within a constant gap. The generalized degrees of freedom (GDoF) region under this condition is a polyhedron, which is shown to be fully achieved by the same scheme, without the need for time-sharing. The results are proved by first deriving a polyhedral relaxation of the GDoF region achieved by TIN, and then providing a dual characterization of this polyhedral region via the use of potential functions, and finally proving the optimality of this region in the desired regime.

Duke Scholars

Published In

IEEE Transactions on Information Theory

DOI

ISSN

0018-9448

Publication Date

April 1, 2015

Volume

61

Issue

4

Start / End Page

1753 / 1767

Related Subject Headings

  • Networking & Telecommunications
  • 4613 Theory of computation
  • 4006 Communications engineering
 

Citation

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Geng, C., Naderializadeh, N., Avestimehr, A. S., & Jafar, S. A. (2015). On the Optimality of Treating Interference as Noise. IEEE Transactions on Information Theory, 61(4), 1753–1767. https://doi.org/10.1109/TIT.2015.2408342
Geng, C., N. Naderializadeh, A. S. Avestimehr, and S. A. Jafar. “On the Optimality of Treating Interference as Noise.” IEEE Transactions on Information Theory 61, no. 4 (April 1, 2015): 1753–67. https://doi.org/10.1109/TIT.2015.2408342.
Geng C, Naderializadeh N, Avestimehr AS, Jafar SA. On the Optimality of Treating Interference as Noise. IEEE Transactions on Information Theory. 2015 Apr 1;61(4):1753–67.
Geng, C., et al. “On the Optimality of Treating Interference as Noise.” IEEE Transactions on Information Theory, vol. 61, no. 4, Apr. 2015, pp. 1753–67. Scopus, doi:10.1109/TIT.2015.2408342.
Geng C, Naderializadeh N, Avestimehr AS, Jafar SA. On the Optimality of Treating Interference as Noise. IEEE Transactions on Information Theory. 2015 Apr 1;61(4):1753–1767.

Published In

IEEE Transactions on Information Theory

DOI

ISSN

0018-9448

Publication Date

April 1, 2015

Volume

61

Issue

4

Start / End Page

1753 / 1767

Related Subject Headings

  • Networking & Telecommunications
  • 4613 Theory of computation
  • 4006 Communications engineering