On the Generalized Degrees of Freedom of Noncoherent Interference Channel. Sebastian, J. & Diggavi, S. N. accepted to appear in IEEE Transactions on Wireless Communications, 2022.
On the Generalized Degrees of Freedom of Noncoherent Interference Channel [link]Arxiv  abstract   bibtex   
We study the generalized degrees of freedom (gDoF) of the block-fading noncoherent 2-user interference channel (IC) with a coherence time of T symbol durations and symmetric fading statistics. We demonstrate that a natural training-based scheme for the noncoherent IC, is suboptimal in several regimes. We study and analyze several alternate schemes: the first is a new noncoherent scheme using rate-splitting. We also consider a scheme that treats interference-as-noise (TIN) and a time division multiplexing (TDM) scheme. We show that a standard training-based scheme for the noncoherent IC is outperformed by one of these schemes in several regimes: our results demonstrate that in the very weak interference regime, the TIN scheme is the best; in the strong interference regime, the TDM scheme and the noncoherent rate-splitting scheme give better performance; in other cases either of the TIN, TDM or noncoherent rate-splitting scheme could be preferred. We also study the noncoherent IC with feedback and propose another noncoherent rate-splitting scheme. Again for the feedback case, our results demonstrate that a natural training-based scheme can be outperformed by other schemes.
@article{seb2022generalized,
  title={On the Generalized Degrees of Freedom of Noncoherent Interference Channel},
  author={Sebastian, J. and Diggavi, Suhas N.},
  journal={accepted to appear in IEEE Transactions on Wireless Communications},
  year={2022},
  tags={journal,WiNetnew},
  type={2},
  url_arxiv={https://arxiv.org/abs/1812.03579},
  abstract={We study the generalized degrees of freedom (gDoF) of the block-fading noncoherent 2-user interference channel (IC) with a coherence time of T symbol durations and symmetric fading statistics. We demonstrate that a natural training-based scheme for the noncoherent IC, is suboptimal in several regimes. We study and analyze several alternate schemes: the first is a new noncoherent scheme using rate-splitting. We also consider a scheme that treats interference-as-noise (TIN) and a time division multiplexing (TDM) scheme. We show that a standard training-based scheme for the noncoherent IC is outperformed by one of these schemes in several regimes: our results demonstrate that in the very weak interference regime, the TIN scheme is the best; in the strong interference regime, the TDM scheme and the noncoherent rate-splitting scheme give better performance; in other cases either of the TIN, TDM or noncoherent rate-splitting scheme could be preferred. We also study the noncoherent IC with feedback and propose another noncoherent rate-splitting scheme. Again for the feedback case, our results demonstrate that a natural training-based scheme can be outperformed by other schemes.},
}

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