Iterative Multiuser Equalization for Subconnected Hybrid mmWave Massive MIMO Architecture

Detalhes bibliográficos
Autor(a) principal: Dinis, Rui
Data de Publicação: 2017
Outros Autores: Magueta, R. L., Mendes, V., Castanheira, D., Silva, Adão, Gameiro, A.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/11144/3650
Resumo: Millimeter waves and massive MIMO are a promising combination to achieve the multi-Gb/s required by future 5G wireless systems. However, fully digital architectures are not feasible due to hardware limitations, which means that there is a need to design signal processing techniques for hybrid analog-digital architectures. In this manuscript, we propose a hybrid iterative block multiuser equalizer for subconnected millimeter wave massive MIMO systems. The low complexity user-terminals employ pure-analog random precoders, each with a single RF chain. For the base station, a subconnected hybrid analog-digital equalizer is designed to remove multiuser interference. The hybrid equalizer is optimized using the average bit-error-rate as a metric. Due to the coupling between the RF chains in the optimization problem, the computation of the optimal solutions is too complex. To address this problem, we compute the analog part of the equalizer sequentially over the RF chains using a dictionary built from the array response vectors. The proposed subconnected hybrid iterative multiuser equalizer is compared with a recently proposed fully connected approach. The results show that the performance of the proposed scheme is close to the fully connected hybrid approach counterpart after just a few iterations.
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spelling Iterative Multiuser Equalization for Subconnected Hybrid mmWave Massive MIMO ArchitectureMIMO5GHybridMillimeter waves and massive MIMO are a promising combination to achieve the multi-Gb/s required by future 5G wireless systems. However, fully digital architectures are not feasible due to hardware limitations, which means that there is a need to design signal processing techniques for hybrid analog-digital architectures. In this manuscript, we propose a hybrid iterative block multiuser equalizer for subconnected millimeter wave massive MIMO systems. The low complexity user-terminals employ pure-analog random precoders, each with a single RF chain. For the base station, a subconnected hybrid analog-digital equalizer is designed to remove multiuser interference. The hybrid equalizer is optimized using the average bit-error-rate as a metric. Due to the coupling between the RF chains in the optimization problem, the computation of the optimal solutions is too complex. To address this problem, we compute the analog part of the equalizer sequentially over the RF chains using a dictionary built from the array response vectors. The proposed subconnected hybrid iterative multiuser equalizer is compared with a recently proposed fully connected approach. The results show that the performance of the proposed scheme is close to the fully connected hybrid approach counterpart after just a few iterations.Hindawi2018-04-12T12:13:10Z2017-01-01T00:00:00Z2017info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/11144/3650eng1530-866910.1155/2017/9171068Dinis, RuiMagueta, R. L.Mendes, V.Castanheira, D.Silva, AdãoGameiro, A.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-11T02:17:25Zoai:repositorio.ual.pt:11144/3650Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:33:26.990124Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Iterative Multiuser Equalization for Subconnected Hybrid mmWave Massive MIMO Architecture
title Iterative Multiuser Equalization for Subconnected Hybrid mmWave Massive MIMO Architecture
spellingShingle Iterative Multiuser Equalization for Subconnected Hybrid mmWave Massive MIMO Architecture
Dinis, Rui
MIMO
5G
Hybrid
title_short Iterative Multiuser Equalization for Subconnected Hybrid mmWave Massive MIMO Architecture
title_full Iterative Multiuser Equalization for Subconnected Hybrid mmWave Massive MIMO Architecture
title_fullStr Iterative Multiuser Equalization for Subconnected Hybrid mmWave Massive MIMO Architecture
title_full_unstemmed Iterative Multiuser Equalization for Subconnected Hybrid mmWave Massive MIMO Architecture
title_sort Iterative Multiuser Equalization for Subconnected Hybrid mmWave Massive MIMO Architecture
author Dinis, Rui
author_facet Dinis, Rui
Magueta, R. L.
Mendes, V.
Castanheira, D.
Silva, Adão
Gameiro, A.
author_role author
author2 Magueta, R. L.
Mendes, V.
Castanheira, D.
Silva, Adão
Gameiro, A.
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Dinis, Rui
Magueta, R. L.
Mendes, V.
Castanheira, D.
Silva, Adão
Gameiro, A.
dc.subject.por.fl_str_mv MIMO
5G
Hybrid
topic MIMO
5G
Hybrid
description Millimeter waves and massive MIMO are a promising combination to achieve the multi-Gb/s required by future 5G wireless systems. However, fully digital architectures are not feasible due to hardware limitations, which means that there is a need to design signal processing techniques for hybrid analog-digital architectures. In this manuscript, we propose a hybrid iterative block multiuser equalizer for subconnected millimeter wave massive MIMO systems. The low complexity user-terminals employ pure-analog random precoders, each with a single RF chain. For the base station, a subconnected hybrid analog-digital equalizer is designed to remove multiuser interference. The hybrid equalizer is optimized using the average bit-error-rate as a metric. Due to the coupling between the RF chains in the optimization problem, the computation of the optimal solutions is too complex. To address this problem, we compute the analog part of the equalizer sequentially over the RF chains using a dictionary built from the array response vectors. The proposed subconnected hybrid iterative multiuser equalizer is compared with a recently proposed fully connected approach. The results show that the performance of the proposed scheme is close to the fully connected hybrid approach counterpart after just a few iterations.
publishDate 2017
dc.date.none.fl_str_mv 2017-01-01T00:00:00Z
2017
2018-04-12T12:13:10Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/11144/3650
url http://hdl.handle.net/11144/3650
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1530-8669
10.1155/2017/9171068
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Hindawi
publisher.none.fl_str_mv Hindawi
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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