Improved Indoor 3D Localization using LoRa Wireless Communication
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1109/TLA.2022.9667147 http://hdl.handle.net/11449/233980 |
Resumo: | New communication technologies are being developed for the Internet of Things (IoT), such as the wireless long distance and low power networks (LPWAN). The LoRa (Long Range) protocol, a wireless communication technology for long-range applications, is a type of LPWAN that has been recently widely used. The 3D localization and tracking of objects using LPWAN is a hotspot in IoT applications. In spite of many methods for improving the accuracy of 3D localization using traditional wireless communication such as Wi-Fi, ZigBee and Bluetooth, a few of them are available for long-range applications. In this way, this paper presents an improved 3D localization system based on LoRa communication and altimeter for indoor applications. The method uses the traditional trilateration technique with the signal strength indicator (RSSI) together with experimental update of parameters for improving the localization accuracy. Experimental tests were done in two indoor scenarios shown a significant improvement of up to 80%, with a maximum confident interval (95%) of 0,121m, in the 3D localization accuracy, in addition to better results than related papers in the literature. |
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Repositório Institucional da UNESP |
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Improved Indoor 3D Localization using LoRa Wireless CommunicationInternet of ThingsLocation awarenessLow-power wide area networksThree-dimensional displaysWireless communicationWireless fidelityZigbeeNew communication technologies are being developed for the Internet of Things (IoT), such as the wireless long distance and low power networks (LPWAN). The LoRa (Long Range) protocol, a wireless communication technology for long-range applications, is a type of LPWAN that has been recently widely used. The 3D localization and tracking of objects using LPWAN is a hotspot in IoT applications. In spite of many methods for improving the accuracy of 3D localization using traditional wireless communication such as Wi-Fi, ZigBee and Bluetooth, a few of them are available for long-range applications. In this way, this paper presents an improved 3D localization system based on LoRa communication and altimeter for indoor applications. The method uses the traditional trilateration technique with the signal strength indicator (RSSI) together with experimental update of parameters for improving the localization accuracy. Experimental tests were done in two indoor scenarios shown a significant improvement of up to 80%, with a maximum confident interval (95%) of 0,121m, in the 3D localization accuracy, in addition to better results than related papers in the literature.Sao Paulo State University (Unesp)Sao Paulo State University (Unesp)Universidade Estadual Paulista (UNESP)Godoy, Eduardo Paciencia [UNESP]2022-05-01T11:54:29Z2022-05-01T11:54:29Z2022-03-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article481-487http://dx.doi.org/10.1109/TLA.2022.9667147IEEE Latin America Transactions, v. 20, n. 3, p. 481-487, 2022.1548-0992http://hdl.handle.net/11449/23398010.1109/TLA.2022.96671472-s2.0-85122459422Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPporIEEE Latin America Transactionsinfo:eu-repo/semantics/openAccess2022-05-01T11:54:29Zoai:repositorio.unesp.br:11449/233980Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T14:16:36.490239Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Improved Indoor 3D Localization using LoRa Wireless Communication |
title |
Improved Indoor 3D Localization using LoRa Wireless Communication |
spellingShingle |
Improved Indoor 3D Localization using LoRa Wireless Communication Godoy, Eduardo Paciencia [UNESP] Internet of Things Location awareness Low-power wide area networks Three-dimensional displays Wireless communication Wireless fidelity Zigbee |
title_short |
Improved Indoor 3D Localization using LoRa Wireless Communication |
title_full |
Improved Indoor 3D Localization using LoRa Wireless Communication |
title_fullStr |
Improved Indoor 3D Localization using LoRa Wireless Communication |
title_full_unstemmed |
Improved Indoor 3D Localization using LoRa Wireless Communication |
title_sort |
Improved Indoor 3D Localization using LoRa Wireless Communication |
author |
Godoy, Eduardo Paciencia [UNESP] |
author_facet |
Godoy, Eduardo Paciencia [UNESP] |
author_role |
author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (UNESP) |
dc.contributor.author.fl_str_mv |
Godoy, Eduardo Paciencia [UNESP] |
dc.subject.por.fl_str_mv |
Internet of Things Location awareness Low-power wide area networks Three-dimensional displays Wireless communication Wireless fidelity Zigbee |
topic |
Internet of Things Location awareness Low-power wide area networks Three-dimensional displays Wireless communication Wireless fidelity Zigbee |
description |
New communication technologies are being developed for the Internet of Things (IoT), such as the wireless long distance and low power networks (LPWAN). The LoRa (Long Range) protocol, a wireless communication technology for long-range applications, is a type of LPWAN that has been recently widely used. The 3D localization and tracking of objects using LPWAN is a hotspot in IoT applications. In spite of many methods for improving the accuracy of 3D localization using traditional wireless communication such as Wi-Fi, ZigBee and Bluetooth, a few of them are available for long-range applications. In this way, this paper presents an improved 3D localization system based on LoRa communication and altimeter for indoor applications. The method uses the traditional trilateration technique with the signal strength indicator (RSSI) together with experimental update of parameters for improving the localization accuracy. Experimental tests were done in two indoor scenarios shown a significant improvement of up to 80%, with a maximum confident interval (95%) of 0,121m, in the 3D localization accuracy, in addition to better results than related papers in the literature. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-05-01T11:54:29Z 2022-05-01T11:54:29Z 2022-03-01 |
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://dx.doi.org/10.1109/TLA.2022.9667147 IEEE Latin America Transactions, v. 20, n. 3, p. 481-487, 2022. 1548-0992 http://hdl.handle.net/11449/233980 10.1109/TLA.2022.9667147 2-s2.0-85122459422 |
url |
http://dx.doi.org/10.1109/TLA.2022.9667147 http://hdl.handle.net/11449/233980 |
identifier_str_mv |
IEEE Latin America Transactions, v. 20, n. 3, p. 481-487, 2022. 1548-0992 10.1109/TLA.2022.9667147 2-s2.0-85122459422 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
IEEE Latin America Transactions |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
481-487 |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
_version_ |
1808128339157712896 |