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Cooperative DF Protocol for MIMO Systems Using One-Bit ADCs

This study considers a detection scheme for cooperative multi-input–multi-output (MIMO) systems using one-bit analog-to-digital converters (ADCs) in a decode-and-forward (DF) relay protocol. The use of one-bit ADCs is a promising technique for reducing the power consumption, which is necessary for s...

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Autor principal: Kim, Tae-Kyoung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9608961/
https://www.ncbi.nlm.nih.gov/pubmed/36298194
http://dx.doi.org/10.3390/s22207843
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author Kim, Tae-Kyoung
author_facet Kim, Tae-Kyoung
author_sort Kim, Tae-Kyoung
collection PubMed
description This study considers a detection scheme for cooperative multi-input–multi-output (MIMO) systems using one-bit analog-to-digital converters (ADCs) in a decode-and-forward (DF) relay protocol. The use of one-bit ADCs is a promising technique for reducing the power consumption, which is necessary for supporting future wireless systems comprising a large number of antennas. However, the use of a large number of antennas remains still limited to mobile devices owing to their size. Cooperative communication using a DF relay can resolve this limitation; however, detection errors at the relay make it difficult to employ cooperative communication directly. This difficulty is more severe in a MIMO system using one-bit ADCs due to its nonlinear nature. To efficiently address the difficulty, this paper proposes a detection scheme that mitigates the error propagation effect. The upper bound of the pairwise error probability (PEP) of one-bit ADCs is first derived in a weighted Hamming distance form. Then, using the derived PEP, the proposed detection for the DF relay protocol is derived as a single weighted Hamming distance. Finally, the complexity of the proposed detection is analyzed in terms of real multiplications. The simulation results show that the proposed detection method efficiently mitigates the error propagation effect but has a relatively low level of complexity when compared to conventional detection methods.
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spelling pubmed-96089612022-10-28 Cooperative DF Protocol for MIMO Systems Using One-Bit ADCs Kim, Tae-Kyoung Sensors (Basel) Article This study considers a detection scheme for cooperative multi-input–multi-output (MIMO) systems using one-bit analog-to-digital converters (ADCs) in a decode-and-forward (DF) relay protocol. The use of one-bit ADCs is a promising technique for reducing the power consumption, which is necessary for supporting future wireless systems comprising a large number of antennas. However, the use of a large number of antennas remains still limited to mobile devices owing to their size. Cooperative communication using a DF relay can resolve this limitation; however, detection errors at the relay make it difficult to employ cooperative communication directly. This difficulty is more severe in a MIMO system using one-bit ADCs due to its nonlinear nature. To efficiently address the difficulty, this paper proposes a detection scheme that mitigates the error propagation effect. The upper bound of the pairwise error probability (PEP) of one-bit ADCs is first derived in a weighted Hamming distance form. Then, using the derived PEP, the proposed detection for the DF relay protocol is derived as a single weighted Hamming distance. Finally, the complexity of the proposed detection is analyzed in terms of real multiplications. The simulation results show that the proposed detection method efficiently mitigates the error propagation effect but has a relatively low level of complexity when compared to conventional detection methods. MDPI 2022-10-15 /pmc/articles/PMC9608961/ /pubmed/36298194 http://dx.doi.org/10.3390/s22207843 Text en © 2022 by the author. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kim, Tae-Kyoung
Cooperative DF Protocol for MIMO Systems Using One-Bit ADCs
title Cooperative DF Protocol for MIMO Systems Using One-Bit ADCs
title_full Cooperative DF Protocol for MIMO Systems Using One-Bit ADCs
title_fullStr Cooperative DF Protocol for MIMO Systems Using One-Bit ADCs
title_full_unstemmed Cooperative DF Protocol for MIMO Systems Using One-Bit ADCs
title_short Cooperative DF Protocol for MIMO Systems Using One-Bit ADCs
title_sort cooperative df protocol for mimo systems using one-bit adcs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9608961/
https://www.ncbi.nlm.nih.gov/pubmed/36298194
http://dx.doi.org/10.3390/s22207843
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