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Linear Algebraic Beamforming Design for Multiuser MISO Interference Channels: A Reduction in Search Space Dimension

Near-optimal transmit beamformers are designed for multiuser multiple-input single-output interference channels with slowly time-varying block fading. The main contribution of this article is to provide a method for deriving closed-form solutions to effective beamforming in both low and high signal-...

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Detalles Bibliográficos
Autores principales: Choi, Sang Won, Shin, Won-Yong, Kim, Juyeop
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512950/
https://www.ncbi.nlm.nih.gov/pubmed/33265521
http://dx.doi.org/10.3390/e20060431
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author Choi, Sang Won
Shin, Won-Yong
Kim, Juyeop
author_facet Choi, Sang Won
Shin, Won-Yong
Kim, Juyeop
author_sort Choi, Sang Won
collection PubMed
description Near-optimal transmit beamformers are designed for multiuser multiple-input single-output interference channels with slowly time-varying block fading. The main contribution of this article is to provide a method for deriving closed-form solutions to effective beamforming in both low and high signal-to-noise ratio regimes. The proposed method basically leverages side information obtained from the channel correlation between adjacent coding blocks. More specifically, our methodology is based on a linear algebraic approach, which is more efficient than the optimal scheme based on the Gaussian input in the sense of reducing the average number of search space dimensions for designing the near-optimal transmit beamformers. The proposed method is shown to exhibit near-optimal performance via computer simulations in terms of the average sum-rate.
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spelling pubmed-75129502020-11-09 Linear Algebraic Beamforming Design for Multiuser MISO Interference Channels: A Reduction in Search Space Dimension Choi, Sang Won Shin, Won-Yong Kim, Juyeop Entropy (Basel) Article Near-optimal transmit beamformers are designed for multiuser multiple-input single-output interference channels with slowly time-varying block fading. The main contribution of this article is to provide a method for deriving closed-form solutions to effective beamforming in both low and high signal-to-noise ratio regimes. The proposed method basically leverages side information obtained from the channel correlation between adjacent coding blocks. More specifically, our methodology is based on a linear algebraic approach, which is more efficient than the optimal scheme based on the Gaussian input in the sense of reducing the average number of search space dimensions for designing the near-optimal transmit beamformers. The proposed method is shown to exhibit near-optimal performance via computer simulations in terms of the average sum-rate. MDPI 2018-06-04 /pmc/articles/PMC7512950/ /pubmed/33265521 http://dx.doi.org/10.3390/e20060431 Text en © 2018 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
Choi, Sang Won
Shin, Won-Yong
Kim, Juyeop
Linear Algebraic Beamforming Design for Multiuser MISO Interference Channels: A Reduction in Search Space Dimension
title Linear Algebraic Beamforming Design for Multiuser MISO Interference Channels: A Reduction in Search Space Dimension
title_full Linear Algebraic Beamforming Design for Multiuser MISO Interference Channels: A Reduction in Search Space Dimension
title_fullStr Linear Algebraic Beamforming Design for Multiuser MISO Interference Channels: A Reduction in Search Space Dimension
title_full_unstemmed Linear Algebraic Beamforming Design for Multiuser MISO Interference Channels: A Reduction in Search Space Dimension
title_short Linear Algebraic Beamforming Design for Multiuser MISO Interference Channels: A Reduction in Search Space Dimension
title_sort linear algebraic beamforming design for multiuser miso interference channels: a reduction in search space dimension
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512950/
https://www.ncbi.nlm.nih.gov/pubmed/33265521
http://dx.doi.org/10.3390/e20060431
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