Cargando…

Simultaneous Hand–Eye and Intrinsic Calibration of a Laser Profilometer Mounted on a Robot Arm

A method for simultaneous laser profilometer and hand–eye calibration in relation to an industrial robot as well as its implementation is presented. In contrast to other methods, the new calibration procedure requires the measurement of only one reference geometry to calculate all the transformation...

Descripción completa

Detalles Bibliográficos
Autores principales: Pavlovčič, Urban, Arko, Peter, Jezeršek, Matija
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7913545/
https://www.ncbi.nlm.nih.gov/pubmed/33546317
http://dx.doi.org/10.3390/s21041037
_version_ 1783656826395426816
author Pavlovčič, Urban
Arko, Peter
Jezeršek, Matija
author_facet Pavlovčič, Urban
Arko, Peter
Jezeršek, Matija
author_sort Pavlovčič, Urban
collection PubMed
description A method for simultaneous laser profilometer and hand–eye calibration in relation to an industrial robot as well as its implementation is presented. In contrast to other methods, the new calibration procedure requires the measurement of only one reference geometry to calculate all the transformation parameters. The reference geometry is measured with a laser profilometer from 15 different poses. The intrinsic parameters of the profilometer, as well as the extrinsic (hand–eye) parameters, are then numerically optimized to achieve the minimum deviation between the reference and the measured geometry. The method was characterized with experiments that revealed a standard deviation of the displacements between the reference geometry after the calibration of less than 0.105 mm in the case of using the robot-arm actuator and 0.046 mm in case of using a 5-axis CNC milling machine. The entire procedure, including measurement and calculation, can be completely automated and lasts less than 10 min. This opens up possibilities for regular on-site recalibration of the entire system.
format Online
Article
Text
id pubmed-7913545
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-79135452021-02-28 Simultaneous Hand–Eye and Intrinsic Calibration of a Laser Profilometer Mounted on a Robot Arm Pavlovčič, Urban Arko, Peter Jezeršek, Matija Sensors (Basel) Article A method for simultaneous laser profilometer and hand–eye calibration in relation to an industrial robot as well as its implementation is presented. In contrast to other methods, the new calibration procedure requires the measurement of only one reference geometry to calculate all the transformation parameters. The reference geometry is measured with a laser profilometer from 15 different poses. The intrinsic parameters of the profilometer, as well as the extrinsic (hand–eye) parameters, are then numerically optimized to achieve the minimum deviation between the reference and the measured geometry. The method was characterized with experiments that revealed a standard deviation of the displacements between the reference geometry after the calibration of less than 0.105 mm in the case of using the robot-arm actuator and 0.046 mm in case of using a 5-axis CNC milling machine. The entire procedure, including measurement and calculation, can be completely automated and lasts less than 10 min. This opens up possibilities for regular on-site recalibration of the entire system. MDPI 2021-02-03 /pmc/articles/PMC7913545/ /pubmed/33546317 http://dx.doi.org/10.3390/s21041037 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Pavlovčič, Urban
Arko, Peter
Jezeršek, Matija
Simultaneous Hand–Eye and Intrinsic Calibration of a Laser Profilometer Mounted on a Robot Arm
title Simultaneous Hand–Eye and Intrinsic Calibration of a Laser Profilometer Mounted on a Robot Arm
title_full Simultaneous Hand–Eye and Intrinsic Calibration of a Laser Profilometer Mounted on a Robot Arm
title_fullStr Simultaneous Hand–Eye and Intrinsic Calibration of a Laser Profilometer Mounted on a Robot Arm
title_full_unstemmed Simultaneous Hand–Eye and Intrinsic Calibration of a Laser Profilometer Mounted on a Robot Arm
title_short Simultaneous Hand–Eye and Intrinsic Calibration of a Laser Profilometer Mounted on a Robot Arm
title_sort simultaneous hand–eye and intrinsic calibration of a laser profilometer mounted on a robot arm
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7913545/
https://www.ncbi.nlm.nih.gov/pubmed/33546317
http://dx.doi.org/10.3390/s21041037
work_keys_str_mv AT pavlovcicurban simultaneoushandeyeandintrinsiccalibrationofalaserprofilometermountedonarobotarm
AT arkopeter simultaneoushandeyeandintrinsiccalibrationofalaserprofilometermountedonarobotarm
AT jezersekmatija simultaneoushandeyeandintrinsiccalibrationofalaserprofilometermountedonarobotarm