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Ergodic Rate for Fading Interference Channels with Proper and Improper Gaussian Signaling

This paper studies the performance of improper Gaussian signaling (IGS) over a 2-user Rayleigh single-input single-output (SISO) interference channel, treating interference as noise. We assume that the receivers have perfect channel state information (CSI), while the transmitters have access to only...

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Autores principales: Soleymani, Mohammad, Santamaria, Ignacio, Lameiro, Christian, Schreier, Peter J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514254/
http://dx.doi.org/10.3390/e21100922
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author Soleymani, Mohammad
Santamaria, Ignacio
Lameiro, Christian
Schreier, Peter J.
author_facet Soleymani, Mohammad
Santamaria, Ignacio
Lameiro, Christian
Schreier, Peter J.
author_sort Soleymani, Mohammad
collection PubMed
description This paper studies the performance of improper Gaussian signaling (IGS) over a 2-user Rayleigh single-input single-output (SISO) interference channel, treating interference as noise. We assume that the receivers have perfect channel state information (CSI), while the transmitters have access to only statistical CSI. Under these assumptions, we consider a signaling scheme, which we refer to as proper/improper Gaussian signaling or PGS/IGS, where at most one user may employ IGS. For the Rayleigh fading channel model, we characterize the statistical distribution of the signal-to-interference-plus-noise ratio at each receiver and derive closed-form expressions for the ergodic rates. By adapting the powers, we characterize the Pareto boundary of the ergodic rate region for the 2-user fading IC. The ergodic transmission rates can be attained using fixed-rate codebooks and no optimization is involved. Our results show that, in the moderate and strong interference regimes, the proposed PGS/IGS scheme improves the performance with respect to the PGS scheme. Additionally, we numerically compute the ergodic rate region of the full IGS scheme when both users can employ IGS and their transmission parameters are optimized by an exhaustive search. Our results suggest that most of the Pareto optimal points for the 2-user fading IC channel are attained when either both users transmit PGS or when one transmits PGS and the other transmits maximally improper Gaussian signals and time sharing is allowed.
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spelling pubmed-75142542020-11-09 Ergodic Rate for Fading Interference Channels with Proper and Improper Gaussian Signaling Soleymani, Mohammad Santamaria, Ignacio Lameiro, Christian Schreier, Peter J. Entropy (Basel) Article This paper studies the performance of improper Gaussian signaling (IGS) over a 2-user Rayleigh single-input single-output (SISO) interference channel, treating interference as noise. We assume that the receivers have perfect channel state information (CSI), while the transmitters have access to only statistical CSI. Under these assumptions, we consider a signaling scheme, which we refer to as proper/improper Gaussian signaling or PGS/IGS, where at most one user may employ IGS. For the Rayleigh fading channel model, we characterize the statistical distribution of the signal-to-interference-plus-noise ratio at each receiver and derive closed-form expressions for the ergodic rates. By adapting the powers, we characterize the Pareto boundary of the ergodic rate region for the 2-user fading IC. The ergodic transmission rates can be attained using fixed-rate codebooks and no optimization is involved. Our results show that, in the moderate and strong interference regimes, the proposed PGS/IGS scheme improves the performance with respect to the PGS scheme. Additionally, we numerically compute the ergodic rate region of the full IGS scheme when both users can employ IGS and their transmission parameters are optimized by an exhaustive search. Our results suggest that most of the Pareto optimal points for the 2-user fading IC channel are attained when either both users transmit PGS or when one transmits PGS and the other transmits maximally improper Gaussian signals and time sharing is allowed. MDPI 2019-09-23 /pmc/articles/PMC7514254/ http://dx.doi.org/10.3390/e21100922 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Soleymani, Mohammad
Santamaria, Ignacio
Lameiro, Christian
Schreier, Peter J.
Ergodic Rate for Fading Interference Channels with Proper and Improper Gaussian Signaling
title Ergodic Rate for Fading Interference Channels with Proper and Improper Gaussian Signaling
title_full Ergodic Rate for Fading Interference Channels with Proper and Improper Gaussian Signaling
title_fullStr Ergodic Rate for Fading Interference Channels with Proper and Improper Gaussian Signaling
title_full_unstemmed Ergodic Rate for Fading Interference Channels with Proper and Improper Gaussian Signaling
title_short Ergodic Rate for Fading Interference Channels with Proper and Improper Gaussian Signaling
title_sort ergodic rate for fading interference channels with proper and improper gaussian signaling
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514254/
http://dx.doi.org/10.3390/e21100922
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