Efficient joint channel equalization and tracking for V2X communications using SC-FDE schemes

Detalhes bibliográficos
Autor(a) principal: Pedrosa, Pedro
Data de Publicação: 2020
Outros Autores: 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/10773/28753
Resumo: Our aim with this paper is to present a solution suitable for vehicle-to-everything (V2X) communications, particularly, when employing single-carrier modulations combined with frequency-domain equalization (SC-FDE). In fact, we consider the V2X channel to be doubly-selective, where the variation of the channel in time is due to the presence of a Doppler term. Accordingly, the equalization procedure is dealt by a low-complexity iterative frequency-domain equalizer based on the iterative block decisionfeedback equalization (IB-DFE) while the tracking procedure is conducted employing an extended Kalman filter (EKF). The proposed system is very efficient since it allows a very low density of training symbols, even for fast-varying channels. Furthermore only two training symbols are required to initialize the tracking procedure. Thus, ensuring low latency together with reduced channel estimation overheads.
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spelling Efficient joint channel equalization and tracking for V2X communications using SC-FDE schemesAdaptive equalizersChannel estimationDigital communicationKalman filtersSignal processingSignal processing algorithmsVehicular and wireless technologiesOur aim with this paper is to present a solution suitable for vehicle-to-everything (V2X) communications, particularly, when employing single-carrier modulations combined with frequency-domain equalization (SC-FDE). In fact, we consider the V2X channel to be doubly-selective, where the variation of the channel in time is due to the presence of a Doppler term. Accordingly, the equalization procedure is dealt by a low-complexity iterative frequency-domain equalizer based on the iterative block decisionfeedback equalization (IB-DFE) while the tracking procedure is conducted employing an extended Kalman filter (EKF). The proposed system is very efficient since it allows a very low density of training symbols, even for fast-varying channels. Furthermore only two training symbols are required to initialize the tracking procedure. Thus, ensuring low latency together with reduced channel estimation overheads.IEEE2020-06-30T15:25:47Z2020-03-18T00:00:00Z2020-03-18info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/28753eng2169-353610.1109/ACCESS.2020.2981717Pedrosa, PedroCastanheira, 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:RCAAP2024-02-22T11:55:37Zoai:ria.ua.pt:10773/28753Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:01:13.474263Repositório 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 Efficient joint channel equalization and tracking for V2X communications using SC-FDE schemes
title Efficient joint channel equalization and tracking for V2X communications using SC-FDE schemes
spellingShingle Efficient joint channel equalization and tracking for V2X communications using SC-FDE schemes
Pedrosa, Pedro
Adaptive equalizers
Channel estimation
Digital communication
Kalman filters
Signal processing
Signal processing algorithms
Vehicular and wireless technologies
title_short Efficient joint channel equalization and tracking for V2X communications using SC-FDE schemes
title_full Efficient joint channel equalization and tracking for V2X communications using SC-FDE schemes
title_fullStr Efficient joint channel equalization and tracking for V2X communications using SC-FDE schemes
title_full_unstemmed Efficient joint channel equalization and tracking for V2X communications using SC-FDE schemes
title_sort Efficient joint channel equalization and tracking for V2X communications using SC-FDE schemes
author Pedrosa, Pedro
author_facet Pedrosa, Pedro
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 Pedrosa, Pedro
Castanheira, Daniel
Silva, Adão
Dinis, Rui
Gameiro, Atílio
dc.subject.por.fl_str_mv Adaptive equalizers
Channel estimation
Digital communication
Kalman filters
Signal processing
Signal processing algorithms
Vehicular and wireless technologies
topic Adaptive equalizers
Channel estimation
Digital communication
Kalman filters
Signal processing
Signal processing algorithms
Vehicular and wireless technologies
description Our aim with this paper is to present a solution suitable for vehicle-to-everything (V2X) communications, particularly, when employing single-carrier modulations combined with frequency-domain equalization (SC-FDE). In fact, we consider the V2X channel to be doubly-selective, where the variation of the channel in time is due to the presence of a Doppler term. Accordingly, the equalization procedure is dealt by a low-complexity iterative frequency-domain equalizer based on the iterative block decisionfeedback equalization (IB-DFE) while the tracking procedure is conducted employing an extended Kalman filter (EKF). The proposed system is very efficient since it allows a very low density of training symbols, even for fast-varying channels. Furthermore only two training symbols are required to initialize the tracking procedure. Thus, ensuring low latency together with reduced channel estimation overheads.
publishDate 2020
dc.date.none.fl_str_mv 2020-06-30T15:25:47Z
2020-03-18T00:00:00Z
2020-03-18
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/10773/28753
url http://hdl.handle.net/10773/28753
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2169-3536
10.1109/ACCESS.2020.2981717
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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