Integrating a LiDAR Sensor in a UAV Platform to Obtain a Georeferenced Point Cloud

Descripción del Articulo

The combination of light detection and ranging (LiDAR) sensors and unmanned aerial vehicle (UAV) platforms have garnered considerable interest in recent years because of the wide range of applications performed through the generation of point clouds, such as surveying, building layouts and infrastru...

Descripción completa

Detalles Bibliográficos
Autores: Del Savio, Alexandre Almeida, Luna Torres, Ana Felícita, Chicchón Apaza, Miguel Ángel, Vergara Olivera, Mónica Alejandra, Llimpe Rojas, Rocio Sara, Urday Ibarra, Gianella Tania, Reyes Ñique, José Luis, Macedo Arevalo, Rolando Issac
Formato: artículo
Fecha de Publicación:2022
Institución:Universidad de Lima
Repositorio:ULIMA-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.ulima.edu.pe:20.500.12724/17649
Enlace del recurso:https://hdl.handle.net/20.500.12724/17649
https://doi.org/10.3390/app122412838
Nivel de acceso:acceso abierto
Materia:Aerial photogrammetry
Surveying
Drones
Fotogrametría aérea
Topografía
https://purl.org/pe-repo/ocde/ford#2.01.01
id RULI_623cc69cc124dd22d99a7a26269e40a7
oai_identifier_str oai:repositorio.ulima.edu.pe:20.500.12724/17649
network_acronym_str RULI
network_name_str ULIMA-Institucional
repository_id_str 3883
dc.title.en_EN.fl_str_mv Integrating a LiDAR Sensor in a UAV Platform to Obtain a Georeferenced Point Cloud
title Integrating a LiDAR Sensor in a UAV Platform to Obtain a Georeferenced Point Cloud
spellingShingle Integrating a LiDAR Sensor in a UAV Platform to Obtain a Georeferenced Point Cloud
Del Savio, Alexandre Almeida
Aerial photogrammetry
Surveying
Drones
Fotogrametría aérea
Topografía
https://purl.org/pe-repo/ocde/ford#2.01.01
title_short Integrating a LiDAR Sensor in a UAV Platform to Obtain a Georeferenced Point Cloud
title_full Integrating a LiDAR Sensor in a UAV Platform to Obtain a Georeferenced Point Cloud
title_fullStr Integrating a LiDAR Sensor in a UAV Platform to Obtain a Georeferenced Point Cloud
title_full_unstemmed Integrating a LiDAR Sensor in a UAV Platform to Obtain a Georeferenced Point Cloud
title_sort Integrating a LiDAR Sensor in a UAV Platform to Obtain a Georeferenced Point Cloud
author Del Savio, Alexandre Almeida
author_facet Del Savio, Alexandre Almeida
Luna Torres, Ana Felícita
Chicchón Apaza, Miguel Ángel
Vergara Olivera, Mónica Alejandra
Llimpe Rojas, Rocio Sara
Urday Ibarra, Gianella Tania
Reyes Ñique, José Luis
Macedo Arevalo, Rolando Issac
author_role author
author2 Luna Torres, Ana Felícita
Chicchón Apaza, Miguel Ángel
Vergara Olivera, Mónica Alejandra
Llimpe Rojas, Rocio Sara
Urday Ibarra, Gianella Tania
Reyes Ñique, José Luis
Macedo Arevalo, Rolando Issac
author2_role author
author
author
author
author
author
author
dc.contributor.other.none.fl_str_mv Del Savio, Alexandre Almeida
Luna Torres, Ana Felícita
Chicchón Apaza, Miguel Ángel
Vergara Olivera, Mónica Alejandra
Reyes Ñique, José Luis
dc.contributor.student.none.fl_str_mv Llimpe Rojas, Rocio Sara (Arquitectura)
Urday Ibarra, Gianella Tania (Ingeniería de Sistemas)
Macedo Arevalo, Rolando Issac (Ingeniería de Sistemas)
dc.contributor.author.fl_str_mv Del Savio, Alexandre Almeida
Luna Torres, Ana Felícita
Chicchón Apaza, Miguel Ángel
Vergara Olivera, Mónica Alejandra
Llimpe Rojas, Rocio Sara
Urday Ibarra, Gianella Tania
Reyes Ñique, José Luis
Macedo Arevalo, Rolando Issac
dc.subject.en_EN.fl_str_mv Aerial photogrammetry
Surveying
topic Aerial photogrammetry
Surveying
Drones
Fotogrametría aérea
Topografía
https://purl.org/pe-repo/ocde/ford#2.01.01
dc.subject.es_PE.fl_str_mv Drones
Fotogrametría aérea
Topografía
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#2.01.01
description The combination of light detection and ranging (LiDAR) sensors and unmanned aerial vehicle (UAV) platforms have garnered considerable interest in recent years because of the wide range of applications performed through the generation of point clouds, such as surveying, building layouts and infrastructure inspection. The attributed benefits include a shorter execution time and higher accuracy when surveying and georeferencing infrastructure and building projects. This study seeks to develop, integrate and use a LiDAR sensor system implemented in a UAV to collect topography data and propose a procedure for obtaining a georeferenced point cloud that can be configured according to the user’s needs. A structure was designed and built to mount the LiDAR system components to the UAV. Survey tests were performed to determine the system’s accuracy. An open-source ROS package was used to acquire data and generate point clouds. The results were compared against a photogrammetric survey, denoting a mean squared error of 17.1 cm in survey measurement reliability and 76.6 cm in georeferencing reliability. Therefore, the developed system can be used to reconstruct extensive topographic environments and large-scale infrastructure in which a presentation scale of 1/2000 or more is required, due to the accuracy obtained in the work presented.
publishDate 2022
dc.date.accessioned.none.fl_str_mv 2023-02-16T17:59:41Z
dc.date.available.none.fl_str_mv 2023-02-16T17:59:41Z
dc.date.issued.fl_str_mv 2022
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.other.none.fl_str_mv Artículo en Scopus
format article
dc.identifier.citation.es_PE.fl_str_mv Del Savio, A. A., Luna Torres, A. F., Chicchón Apaza, M. Á., Vergara Olivera, M. A., Llimpe Rojas, R. S., Urday Ibarra, G. T., Reyes Ñique, J. L. & Macedo Arevalo, R. I. (2022). Integrating a LiDAR Sensor in a UAV Platform to Obtain a Georeferenced Point Cloud. Applied Sciences, 12(24). https://doi.org/10.3390/app122412838
dc.identifier.issn.none.fl_str_mv 2076-3417
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12724/17649
dc.identifier.journal.none.fl_str_mv Applied Sciences
dc.identifier.isni.none.fl_str_mv 0000000121541816
dc.identifier.doi.none.fl_str_mv https://doi.org/10.3390/app122412838
dc.identifier.scopusid.none.fl_str_mv 2-s2.0-85144846931
identifier_str_mv Del Savio, A. A., Luna Torres, A. F., Chicchón Apaza, M. Á., Vergara Olivera, M. A., Llimpe Rojas, R. S., Urday Ibarra, G. T., Reyes Ñique, J. L. & Macedo Arevalo, R. I. (2022). Integrating a LiDAR Sensor in a UAV Platform to Obtain a Georeferenced Point Cloud. Applied Sciences, 12(24). https://doi.org/10.3390/app122412838
2076-3417
Applied Sciences
0000000121541816
2-s2.0-85144846931
url https://hdl.handle.net/20.500.12724/17649
https://doi.org/10.3390/app122412838
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.ispartof.none.fl_str_mv urn:issn: 2076-3417
dc.rights.*.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.uri.*.fl_str_mv https://creativecommons.org/licenses/by-nc-sa/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/4.0/
dc.format.none.fl_str_mv application/html
dc.publisher.none.fl_str_mv MDPI
dc.publisher.country.none.fl_str_mv CH
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv Repositorio Institucional - Ulima
Universidad de Lima
reponame:ULIMA-Institucional
instname:Universidad de Lima
instacron:ULIMA
instname_str Universidad de Lima
instacron_str ULIMA
institution ULIMA
reponame_str ULIMA-Institucional
collection ULIMA-Institucional
bitstream.url.fl_str_mv https://repositorio.ulima.edu.pe/bitstream/20.500.12724/17649/2/license_rdf
https://repositorio.ulima.edu.pe/bitstream/20.500.12724/17649/3/license.txt
bitstream.checksum.fl_str_mv 8fc46f5e71650fd7adee84a69b9163c2
8a4605be74aa9ea9d79846c1fba20a33
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
repository.name.fl_str_mv Repositorio Universidad de Lima
repository.mail.fl_str_mv repositorio@ulima.edu.pe
_version_ 1840270866006409216
spelling Del Savio, Alexandre AlmeidaLuna Torres, Ana FelícitaChicchón Apaza, Miguel ÁngelVergara Olivera, Mónica AlejandraLlimpe Rojas, Rocio SaraUrday Ibarra, Gianella TaniaReyes Ñique, José LuisMacedo Arevalo, Rolando IssacDel Savio, Alexandre AlmeidaLuna Torres, Ana FelícitaChicchón Apaza, Miguel ÁngelVergara Olivera, Mónica AlejandraReyes Ñique, José LuisLlimpe Rojas, Rocio Sara (Arquitectura)Urday Ibarra, Gianella Tania (Ingeniería de Sistemas)Macedo Arevalo, Rolando Issac (Ingeniería de Sistemas)2023-02-16T17:59:41Z2023-02-16T17:59:41Z2022Del Savio, A. A., Luna Torres, A. F., Chicchón Apaza, M. Á., Vergara Olivera, M. A., Llimpe Rojas, R. S., Urday Ibarra, G. T., Reyes Ñique, J. L. & Macedo Arevalo, R. I. (2022). Integrating a LiDAR Sensor in a UAV Platform to Obtain a Georeferenced Point Cloud. Applied Sciences, 12(24). https://doi.org/10.3390/app1224128382076-3417https://hdl.handle.net/20.500.12724/17649Applied Sciences0000000121541816https://doi.org/10.3390/app1224128382-s2.0-85144846931The combination of light detection and ranging (LiDAR) sensors and unmanned aerial vehicle (UAV) platforms have garnered considerable interest in recent years because of the wide range of applications performed through the generation of point clouds, such as surveying, building layouts and infrastructure inspection. The attributed benefits include a shorter execution time and higher accuracy when surveying and georeferencing infrastructure and building projects. This study seeks to develop, integrate and use a LiDAR sensor system implemented in a UAV to collect topography data and propose a procedure for obtaining a georeferenced point cloud that can be configured according to the user’s needs. A structure was designed and built to mount the LiDAR system components to the UAV. Survey tests were performed to determine the system’s accuracy. An open-source ROS package was used to acquire data and generate point clouds. The results were compared against a photogrammetric survey, denoting a mean squared error of 17.1 cm in survey measurement reliability and 76.6 cm in georeferencing reliability. Therefore, the developed system can be used to reconstruct extensive topographic environments and large-scale infrastructure in which a presentation scale of 1/2000 or more is required, due to the accuracy obtained in the work presented.application/htmlengMDPICHurn:issn: 2076-3417info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/4.0/Repositorio Institucional - UlimaUniversidad de Limareponame:ULIMA-Institucionalinstname:Universidad de Limainstacron:ULIMAAerial photogrammetrySurveyingDronesFotogrametría aéreaTopografíahttps://purl.org/pe-repo/ocde/ford#2.01.01Integrating a LiDAR Sensor in a UAV Platform to Obtain a Georeferenced Point Cloudinfo:eu-repo/semantics/articleArtículo en ScopusDel Savio, Alexandre Almeida (No figura en la lista del año 2022-2)Luna Torres, Ana Felícita (Ingeniería Civil)Chicchón Apaza, Miguel Ángel (No figura en la lista del año 2022-2)Vergara Olivera, Mónica Alejandra (Ingeniería Civil)Reyes Ñique, José Luis (No figura en la lista del año 2022-2)Del Savio, Alexandre Almeida (Scientific Research Institute, Universidad de Lima)Luna Torres, Ana Felícita (Scientific Research Institute, Universidad de Lima)Chicchón Apaza, Miguel Ángel (Scientific Research Institute, Universidad de Lima)Vergara Olivera, Mónica Alejandra (Scientific Research Institute, Universidad de Lima)Reyes Ñique, José Luis (Scientific Research Institute, Universidad de Lima)OICC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-81037https://repositorio.ulima.edu.pe/bitstream/20.500.12724/17649/2/license_rdf8fc46f5e71650fd7adee84a69b9163c2MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.ulima.edu.pe/bitstream/20.500.12724/17649/3/license.txt8a4605be74aa9ea9d79846c1fba20a33MD5320.500.12724/17649oai:repositorio.ulima.edu.pe:20.500.12724/176492024-11-08 16:16:03.116Repositorio Universidad de Limarepositorio@ulima.edu.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
score 13.210124
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).