An indoor visible light positioning system using tilted LEDs with high accuracy
Autor(a) principal: | |
---|---|
Data de Publicação: | 2021 |
Outros Autores: | , , , , |
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. |
id |
RCAP_9c955b0119be169e978d5443c5264cad |
---|---|
oai_identifier_str |
oai:ria.ua.pt:10773/41149 |
network_acronym_str |
RCAP |
network_name_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository_id_str |
7160 |
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 |
_version_ |
1817543899569192960 |