Joint active and passive beamforming for RIS-aided MIMO communications with low-resolution phase shifts

Detalhes bibliográficos
Autor(a) principal: Souto, N.
Data de Publicação: 2023
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10071/28917
Resumo: Practical hardware limitations often impose a reduced number of available phase shifts at the elements of a reconfigurable intelligent surface (RIS). Most works often assume continuous phase-shits at the RIS elements for the transmit and passive beamforming optimization, which can lead to substantial performance loss. Therefore, to harvest the gains of RIS-assisted multi-stream multiple-input multiple-output (MIMO) communications under realistic phase shifts, this letter proposes a problem formulation for the maximization of the achievable rate over the transmit precoder and RIS elements, which avoids an explicit discrete constraint while still incorporating its effect. To efficiently tackle the resulting problem when considering large arrays and RIS panels, an iterative algorithm is derived which comprises a sequence of simple projections. Simulation results demonstrate that the proposed design can be very effective, especially with low-resolution phase-shifts.
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spelling Joint active and passive beamforming for RIS-aided MIMO communications with low-resolution phase shiftsReconfigurable intelligent surface (RIS)Multiple-input multiple-output (MIMO)OptimizationDiscrete phase shiftsPractical hardware limitations often impose a reduced number of available phase shifts at the elements of a reconfigurable intelligent surface (RIS). Most works often assume continuous phase-shits at the RIS elements for the transmit and passive beamforming optimization, which can lead to substantial performance loss. Therefore, to harvest the gains of RIS-assisted multi-stream multiple-input multiple-output (MIMO) communications under realistic phase shifts, this letter proposes a problem formulation for the maximization of the achievable rate over the transmit precoder and RIS elements, which avoids an explicit discrete constraint while still incorporating its effect. To efficiently tackle the resulting problem when considering large arrays and RIS panels, an iterative algorithm is derived which comprises a sequence of simple projections. Simulation results demonstrate that the proposed design can be very effective, especially with low-resolution phase-shifts.IEEE2023-07-05T10:27:56Z2023-01-01T00:00:00Z20232023-07-05T11:26:38Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10071/28917eng1089-779810.1109/LCOMM.2023.3264935Souto, N.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:RCAAP2023-11-09T17:38:32Zoai:repositorio.iscte-iul.pt:10071/28917Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T22:17:39.079551Repositório 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 Joint active and passive beamforming for RIS-aided MIMO communications with low-resolution phase shifts
title Joint active and passive beamforming for RIS-aided MIMO communications with low-resolution phase shifts
spellingShingle Joint active and passive beamforming for RIS-aided MIMO communications with low-resolution phase shifts
Souto, N.
Reconfigurable intelligent surface (RIS)
Multiple-input multiple-output (MIMO)
Optimization
Discrete phase shifts
title_short Joint active and passive beamforming for RIS-aided MIMO communications with low-resolution phase shifts
title_full Joint active and passive beamforming for RIS-aided MIMO communications with low-resolution phase shifts
title_fullStr Joint active and passive beamforming for RIS-aided MIMO communications with low-resolution phase shifts
title_full_unstemmed Joint active and passive beamforming for RIS-aided MIMO communications with low-resolution phase shifts
title_sort Joint active and passive beamforming for RIS-aided MIMO communications with low-resolution phase shifts
author Souto, N.
author_facet Souto, N.
author_role author
dc.contributor.author.fl_str_mv Souto, N.
dc.subject.por.fl_str_mv Reconfigurable intelligent surface (RIS)
Multiple-input multiple-output (MIMO)
Optimization
Discrete phase shifts
topic Reconfigurable intelligent surface (RIS)
Multiple-input multiple-output (MIMO)
Optimization
Discrete phase shifts
description Practical hardware limitations often impose a reduced number of available phase shifts at the elements of a reconfigurable intelligent surface (RIS). Most works often assume continuous phase-shits at the RIS elements for the transmit and passive beamforming optimization, which can lead to substantial performance loss. Therefore, to harvest the gains of RIS-assisted multi-stream multiple-input multiple-output (MIMO) communications under realistic phase shifts, this letter proposes a problem formulation for the maximization of the achievable rate over the transmit precoder and RIS elements, which avoids an explicit discrete constraint while still incorporating its effect. To efficiently tackle the resulting problem when considering large arrays and RIS panels, an iterative algorithm is derived which comprises a sequence of simple projections. Simulation results demonstrate that the proposed design can be very effective, especially with low-resolution phase-shifts.
publishDate 2023
dc.date.none.fl_str_mv 2023-07-05T10:27:56Z
2023-01-01T00:00:00Z
2023
2023-07-05T11:26:38Z
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/10071/28917
url http://hdl.handle.net/10071/28917
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1089-7798
10.1109/LCOMM.2023.3264935
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: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
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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