Hybrid multi-user equalizer for massive MIMO millimeter-wave dynamic subconnected architecture

Bibliographic Details
Main Author: Magueta, Roberto
Publication Date: 2019
Other Authors: Castanheira, Daniel, Silva, Adão, Dinis, Rui, Gameiro, Atílio
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10773/28757
Summary: This paper proposes a hybrid multi-user equalizer for the uplink of broadband millimeterwave massive multiple input/multiple output (MIMO) systems with dynamic subarray antennas. Hybrid subconnected architectures are more suitable for practical applications since the number of required phase shifters is lower than in fully connected architectures. We consider a set of only analog precoded users transmitting to a base station and sharing the same radio resources. At the receiver end, the hybrid multi-user equalizer is designed by minimizing the sum of the mean square error (MSE) of all subcarriers, considering a two-step approach. In the first step, the digital part is iteratively computed as a function of the analog part. It is considered that the digital equalizers are computed on a per subcarrier basis, while the analog equalizer is constant over the subcarriers and the digital iterations due to hardware constraints. In the second step, the analog equalizer with dynamic antenna mapping is derived to connect the best set of antennas to each radio frequency (RF) chain. For each subset of antennas, one antenna and a quantized phase shifter are selected at a time, taking into account all previously selected antennas. The results show that the proposed hybrid dynamic two-step equalizer achieves a performance close to the fully connected counterpart, although it is less complex in terms of hardware and signal processing requirements.
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spelling Hybrid multi-user equalizer for massive MIMO millimeter-wave dynamic subconnected architectureMulti-user equalizerHybrid dynamic architectureMassive multiple input/multiple output (MIMO)Millimeter-wave communicationsThis paper proposes a hybrid multi-user equalizer for the uplink of broadband millimeterwave massive multiple input/multiple output (MIMO) systems with dynamic subarray antennas. Hybrid subconnected architectures are more suitable for practical applications since the number of required phase shifters is lower than in fully connected architectures. We consider a set of only analog precoded users transmitting to a base station and sharing the same radio resources. At the receiver end, the hybrid multi-user equalizer is designed by minimizing the sum of the mean square error (MSE) of all subcarriers, considering a two-step approach. In the first step, the digital part is iteratively computed as a function of the analog part. It is considered that the digital equalizers are computed on a per subcarrier basis, while the analog equalizer is constant over the subcarriers and the digital iterations due to hardware constraints. In the second step, the analog equalizer with dynamic antenna mapping is derived to connect the best set of antennas to each radio frequency (RF) chain. For each subset of antennas, one antenna and a quantized phase shifter are selected at a time, taking into account all previously selected antennas. The results show that the proposed hybrid dynamic two-step equalizer achieves a performance close to the fully connected counterpart, although it is less complex in terms of hardware and signal processing requirements.IEEE2020-06-30T15:53:04Z2019-06-06T00:00:00Z2019-06-06info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/28757eng2169-353610.1109/ACCESS.2019.2921530Magueta, RobertoCastanheira, DanielSilva, AdãoDinis, RuiGameiro, Atílioinfo:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-06T04:26:21Zoai:ria.ua.pt:10773/28757Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T14:08:16.902212Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Hybrid multi-user equalizer for massive MIMO millimeter-wave dynamic subconnected architecture
title Hybrid multi-user equalizer for massive MIMO millimeter-wave dynamic subconnected architecture
spellingShingle Hybrid multi-user equalizer for massive MIMO millimeter-wave dynamic subconnected architecture
Magueta, Roberto
Multi-user equalizer
Hybrid dynamic architecture
Massive multiple input/multiple output (MIMO)
Millimeter-wave communications
title_short Hybrid multi-user equalizer for massive MIMO millimeter-wave dynamic subconnected architecture
title_full Hybrid multi-user equalizer for massive MIMO millimeter-wave dynamic subconnected architecture
title_fullStr Hybrid multi-user equalizer for massive MIMO millimeter-wave dynamic subconnected architecture
title_full_unstemmed Hybrid multi-user equalizer for massive MIMO millimeter-wave dynamic subconnected architecture
title_sort Hybrid multi-user equalizer for massive MIMO millimeter-wave dynamic subconnected architecture
author Magueta, Roberto
author_facet Magueta, Roberto
Castanheira, Daniel
Silva, Adão
Dinis, Rui
Gameiro, Atílio
author_role author
author2 Castanheira, Daniel
Silva, Adão
Dinis, Rui
Gameiro, Atílio
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Magueta, Roberto
Castanheira, Daniel
Silva, Adão
Dinis, Rui
Gameiro, Atílio
dc.subject.por.fl_str_mv Multi-user equalizer
Hybrid dynamic architecture
Massive multiple input/multiple output (MIMO)
Millimeter-wave communications
topic Multi-user equalizer
Hybrid dynamic architecture
Massive multiple input/multiple output (MIMO)
Millimeter-wave communications
description This paper proposes a hybrid multi-user equalizer for the uplink of broadband millimeterwave massive multiple input/multiple output (MIMO) systems with dynamic subarray antennas. Hybrid subconnected architectures are more suitable for practical applications since the number of required phase shifters is lower than in fully connected architectures. We consider a set of only analog precoded users transmitting to a base station and sharing the same radio resources. At the receiver end, the hybrid multi-user equalizer is designed by minimizing the sum of the mean square error (MSE) of all subcarriers, considering a two-step approach. In the first step, the digital part is iteratively computed as a function of the analog part. It is considered that the digital equalizers are computed on a per subcarrier basis, while the analog equalizer is constant over the subcarriers and the digital iterations due to hardware constraints. In the second step, the analog equalizer with dynamic antenna mapping is derived to connect the best set of antennas to each radio frequency (RF) chain. For each subset of antennas, one antenna and a quantized phase shifter are selected at a time, taking into account all previously selected antennas. The results show that the proposed hybrid dynamic two-step equalizer achieves a performance close to the fully connected counterpart, although it is less complex in terms of hardware and signal processing requirements.
publishDate 2019
dc.date.none.fl_str_mv 2019-06-06T00:00:00Z
2019-06-06
2020-06-30T15:53:04Z
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/10773/28757
url http://hdl.handle.net/10773/28757
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2169-3536
10.1109/ACCESS.2019.2921530
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 IEEE
publisher.none.fl_str_mv IEEE
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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