An indoor visible light positioning system using tilted LEDs with high accuracy

Detalhes bibliográficos
Autor(a) principal: Chaudhary, Neha
Data de Publicação: 2021
Outros Autores: Younus, Othman Isam, Alves, Luis Nero, Ghassemlooy, Zabih, Zvanovec, Stanislav, Le-Minh, Hoa
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/41149
Resumo: The accuracy of the received signal strength-based visible light positioning (VLP) system in indoor applications is constrained by the tilt angles of transmitters (Txs) and receivers as well as multipath reflections. In this paper, for the first time, we show that tilting the Tx can be beneficial in VLP systems considering both line of sight (LoS) and non-line of sight transmission paths. With the Txs oriented towards the center of the receiving plane (i.e., the pointing center F), the received power level is maximized due to the LoS components on F. We also show that the proposed scheme offers a significant accuracy improvement of up to ~66% compared with a typical non-tilted Tx VLP at a dedicated location within a room using a low complex linear least square algorithm with polynomial regression. The effect of tilting the Tx on the lighting uniformity is also investigated and results proved that the uniformity achieved complies with the European Standard EN 12464-1. Furthermore, we show that the accuracy of VLP can be further enhanced with a minimum positioning error of 8 mm by changing the height of F.
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spelling An indoor visible light positioning system using tilted LEDs with high accuracyLocalizationVisible light communicationVisible light positioningReceived signal strengthLinear least squarePolynomial regressionTx’s tiltingThe accuracy of the received signal strength-based visible light positioning (VLP) system in indoor applications is constrained by the tilt angles of transmitters (Txs) and receivers as well as multipath reflections. In this paper, for the first time, we show that tilting the Tx can be beneficial in VLP systems considering both line of sight (LoS) and non-line of sight transmission paths. With the Txs oriented towards the center of the receiving plane (i.e., the pointing center F), the received power level is maximized due to the LoS components on F. We also show that the proposed scheme offers a significant accuracy improvement of up to ~66% compared with a typical non-tilted Tx VLP at a dedicated location within a room using a low complex linear least square algorithm with polynomial regression. The effect of tilting the Tx on the lighting uniformity is also investigated and results proved that the uniformity achieved complies with the European Standard EN 12464-1. Furthermore, we show that the accuracy of VLP can be further enhanced with a minimum positioning error of 8 mm by changing the height of F.MDPI2024-03-21T17:37:48Z2021-02-01T00:00:00Z2021-02-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/41149eng10.3390/s21030920Chaudhary, NehaYounus, Othman IsamAlves, Luis NeroGhassemlooy, ZabihZvanovec, StanislavLe-Minh, Hoainfo: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:RCAAP2024-05-06T04:54:41Zoai:ria.ua.pt:10773/41149Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-05-06T04:54:41Repositório 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 An indoor visible light positioning system using tilted LEDs with high accuracy
title An indoor visible light positioning system using tilted LEDs with high accuracy
spellingShingle An indoor visible light positioning system using tilted LEDs with high accuracy
Chaudhary, Neha
Localization
Visible light communication
Visible light positioning
Received signal strength
Linear least square
Polynomial regression
Tx’s tilting
title_short An indoor visible light positioning system using tilted LEDs with high accuracy
title_full An indoor visible light positioning system using tilted LEDs with high accuracy
title_fullStr An indoor visible light positioning system using tilted LEDs with high accuracy
title_full_unstemmed An indoor visible light positioning system using tilted LEDs with high accuracy
title_sort An indoor visible light positioning system using tilted LEDs with high accuracy
author Chaudhary, Neha
author_facet Chaudhary, Neha
Younus, Othman Isam
Alves, Luis Nero
Ghassemlooy, Zabih
Zvanovec, Stanislav
Le-Minh, Hoa
author_role author
author2 Younus, Othman Isam
Alves, Luis Nero
Ghassemlooy, Zabih
Zvanovec, Stanislav
Le-Minh, Hoa
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Chaudhary, Neha
Younus, Othman Isam
Alves, Luis Nero
Ghassemlooy, Zabih
Zvanovec, Stanislav
Le-Minh, Hoa
dc.subject.por.fl_str_mv Localization
Visible light communication
Visible light positioning
Received signal strength
Linear least square
Polynomial regression
Tx’s tilting
topic Localization
Visible light communication
Visible light positioning
Received signal strength
Linear least square
Polynomial regression
Tx’s tilting
description The accuracy of the received signal strength-based visible light positioning (VLP) system in indoor applications is constrained by the tilt angles of transmitters (Txs) and receivers as well as multipath reflections. In this paper, for the first time, we show that tilting the Tx can be beneficial in VLP systems considering both line of sight (LoS) and non-line of sight transmission paths. With the Txs oriented towards the center of the receiving plane (i.e., the pointing center F), the received power level is maximized due to the LoS components on F. We also show that the proposed scheme offers a significant accuracy improvement of up to ~66% compared with a typical non-tilted Tx VLP at a dedicated location within a room using a low complex linear least square algorithm with polynomial regression. The effect of tilting the Tx on the lighting uniformity is also investigated and results proved that the uniformity achieved complies with the European Standard EN 12464-1. Furthermore, we show that the accuracy of VLP can be further enhanced with a minimum positioning error of 8 mm by changing the height of F.
publishDate 2021
dc.date.none.fl_str_mv 2021-02-01T00:00:00Z
2021-02-01
2024-03-21T17:37:48Z
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/10773/41149
url http://hdl.handle.net/10773/41149
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.3390/s21030920
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
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
repository.mail.fl_str_mv mluisa.alvim@gmail.com
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