Multiuser equalizer for hybrid massive MIMO mmWave CE-OFDM systems

Detalhes bibliográficos
Autor(a) principal: Magueta, Roberto
Data de Publicação: 2019
Outros Autores: Teodoro, Sara, Castanheira, Daniel, Silva, Adão, Dinis, Rui, Gameiro, Atílio
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/28765
Resumo: This paper considers a multiuser broadband uplink massive multiple input multiple output (MIMO) millimeter-wave (mmWave) system. The constant envelope orthogonal frequency division multiplexing (CE-OFDM) is adopted as a modulation technique to allow an efficient power amplification, fundamental for mmWave based systems. Furthermore, a hybrid architecture is considered at the user terminals (UTs) and base station (BS) to reduce the high cost and power consumption required by a full-digital architecture, which has a radio frequency (RF) chain per antenna. Both the design of the UT’s precoder and base station equalizer are considered in this work. With the aim of maximizing the beamforming gain between each UT and the BS, the precoder analog coefficients are computed as a function of the average angles of departure (AoD), which are assumed to be known at the UTs. At the BS, the analog part is derived by assuming a system with no multi-user interference. Then, a per carrier basis nonlinear/iterative multi-user equalizer, based on the iterative block decision feedback equalization (IB-DFE) principle is designed, to explicitly remove both the multi-user and residual inter carrier interferences, not tackled in the analog part. The equalizer design metric is the sum of the mean square error (MSE) of all subcarriers, whose minimization is shown to be equivalent to the minimization of a weighted error between the hybrid and the full digital equalizer matrices. The results show that the proposed hybrid multi-user equalizer has a performance close to the fully digital counterpart.
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spelling Multiuser equalizer for hybrid massive MIMO mmWave CE-OFDM systemsCE-OFDMHybrid analog/digital architecturesMassive MIMOmmWave communicationsNonlinear equalizerThis paper considers a multiuser broadband uplink massive multiple input multiple output (MIMO) millimeter-wave (mmWave) system. The constant envelope orthogonal frequency division multiplexing (CE-OFDM) is adopted as a modulation technique to allow an efficient power amplification, fundamental for mmWave based systems. Furthermore, a hybrid architecture is considered at the user terminals (UTs) and base station (BS) to reduce the high cost and power consumption required by a full-digital architecture, which has a radio frequency (RF) chain per antenna. Both the design of the UT’s precoder and base station equalizer are considered in this work. With the aim of maximizing the beamforming gain between each UT and the BS, the precoder analog coefficients are computed as a function of the average angles of departure (AoD), which are assumed to be known at the UTs. At the BS, the analog part is derived by assuming a system with no multi-user interference. Then, a per carrier basis nonlinear/iterative multi-user equalizer, based on the iterative block decision feedback equalization (IB-DFE) principle is designed, to explicitly remove both the multi-user and residual inter carrier interferences, not tackled in the analog part. The equalizer design metric is the sum of the mean square error (MSE) of all subcarriers, whose minimization is shown to be equivalent to the minimization of a weighted error between the hybrid and the full digital equalizer matrices. The results show that the proposed hybrid multi-user equalizer has a performance close to the fully digital counterpart.MDPI2020-06-30T17:52:41Z2019-08-15T00:00:00Z2019-08-15info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/28765eng2076-341710.3390/app9163363Magueta, RobertoTeodoro, SaraCastanheira, DanielSilva, AdãoDinis, RuiGameiro, Atílioinfo: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:RCAAP2024-02-22T11:55:38Zoai:ria.ua.pt:10773/28765Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:01:13.949584Repositório 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 Multiuser equalizer for hybrid massive MIMO mmWave CE-OFDM systems
title Multiuser equalizer for hybrid massive MIMO mmWave CE-OFDM systems
spellingShingle Multiuser equalizer for hybrid massive MIMO mmWave CE-OFDM systems
Magueta, Roberto
CE-OFDM
Hybrid analog/digital architectures
Massive MIMO
mmWave communications
Nonlinear equalizer
title_short Multiuser equalizer for hybrid massive MIMO mmWave CE-OFDM systems
title_full Multiuser equalizer for hybrid massive MIMO mmWave CE-OFDM systems
title_fullStr Multiuser equalizer for hybrid massive MIMO mmWave CE-OFDM systems
title_full_unstemmed Multiuser equalizer for hybrid massive MIMO mmWave CE-OFDM systems
title_sort Multiuser equalizer for hybrid massive MIMO mmWave CE-OFDM systems
author Magueta, Roberto
author_facet Magueta, Roberto
Teodoro, Sara
Castanheira, Daniel
Silva, Adão
Dinis, Rui
Gameiro, Atílio
author_role author
author2 Teodoro, Sara
Castanheira, Daniel
Silva, Adão
Dinis, Rui
Gameiro, Atílio
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Magueta, Roberto
Teodoro, Sara
Castanheira, Daniel
Silva, Adão
Dinis, Rui
Gameiro, Atílio
dc.subject.por.fl_str_mv CE-OFDM
Hybrid analog/digital architectures
Massive MIMO
mmWave communications
Nonlinear equalizer
topic CE-OFDM
Hybrid analog/digital architectures
Massive MIMO
mmWave communications
Nonlinear equalizer
description This paper considers a multiuser broadband uplink massive multiple input multiple output (MIMO) millimeter-wave (mmWave) system. The constant envelope orthogonal frequency division multiplexing (CE-OFDM) is adopted as a modulation technique to allow an efficient power amplification, fundamental for mmWave based systems. Furthermore, a hybrid architecture is considered at the user terminals (UTs) and base station (BS) to reduce the high cost and power consumption required by a full-digital architecture, which has a radio frequency (RF) chain per antenna. Both the design of the UT’s precoder and base station equalizer are considered in this work. With the aim of maximizing the beamforming gain between each UT and the BS, the precoder analog coefficients are computed as a function of the average angles of departure (AoD), which are assumed to be known at the UTs. At the BS, the analog part is derived by assuming a system with no multi-user interference. Then, a per carrier basis nonlinear/iterative multi-user equalizer, based on the iterative block decision feedback equalization (IB-DFE) principle is designed, to explicitly remove both the multi-user and residual inter carrier interferences, not tackled in the analog part. The equalizer design metric is the sum of the mean square error (MSE) of all subcarriers, whose minimization is shown to be equivalent to the minimization of a weighted error between the hybrid and the full digital equalizer matrices. The results show that the proposed hybrid multi-user equalizer has a performance close to the fully digital counterpart.
publishDate 2019
dc.date.none.fl_str_mv 2019-08-15T00:00:00Z
2019-08-15
2020-06-30T17:52:41Z
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/10773/28765
url http://hdl.handle.net/10773/28765
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2076-3417
10.3390/app9163363
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
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
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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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