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A Study on the Uncertainty of a Laser Triangulator Considering System Covariances

A laser triangulation system, which is composed of a camera and a laser, calculates distances between objects intersected by the laser plane. Even though there are commercial triangulation systems, developing a new system allows the design to be adapted to the needs, in addition to allowing dimensio...

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Detalles Bibliográficos
Autores principales: Puerto, Pablo, Estala, Beñat, Mendikute, Alberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146149/
https://www.ncbi.nlm.nih.gov/pubmed/32183368
http://dx.doi.org/10.3390/s20061630
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author Puerto, Pablo
Estala, Beñat
Mendikute, Alberto
author_facet Puerto, Pablo
Estala, Beñat
Mendikute, Alberto
author_sort Puerto, Pablo
collection PubMed
description A laser triangulation system, which is composed of a camera and a laser, calculates distances between objects intersected by the laser plane. Even though there are commercial triangulation systems, developing a new system allows the design to be adapted to the needs, in addition to allowing dimensions or processing times to be optimized; however the disadvantage is that the real accuracy is not known. The aim of the research is to identify and discuss the relevance of the most significant error sources in laser triangulator systems, predicting their error contribution to the final joint measurement accuracy. Two main phases are considered in this study, namely the calibration and measurement processes. The main error sources are identified and characterized throughout both phases, and a synthetic error propagation methodology is proposed to study the measurement accuracy. As a novelty in uncertainty analysis, the present approach encompasses the covariances of correlated system variables, characterizing both phases for a laser triangulator. An experimental methodology is adopted to evaluate the measurement accuracy in a laser triangulator, comparing it with the values obtained with the synthetic error propagation methodology. The relevance of each error source is discussed, as well as the accuracy of the error propagation. A linearity value of 40 µm and maximum error of 0.6 mm are observed for a 100 mm measuring range, with the camera calibration phase being the main error contributor.
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spelling pubmed-71461492020-04-15 A Study on the Uncertainty of a Laser Triangulator Considering System Covariances Puerto, Pablo Estala, Beñat Mendikute, Alberto Sensors (Basel) Article A laser triangulation system, which is composed of a camera and a laser, calculates distances between objects intersected by the laser plane. Even though there are commercial triangulation systems, developing a new system allows the design to be adapted to the needs, in addition to allowing dimensions or processing times to be optimized; however the disadvantage is that the real accuracy is not known. The aim of the research is to identify and discuss the relevance of the most significant error sources in laser triangulator systems, predicting their error contribution to the final joint measurement accuracy. Two main phases are considered in this study, namely the calibration and measurement processes. The main error sources are identified and characterized throughout both phases, and a synthetic error propagation methodology is proposed to study the measurement accuracy. As a novelty in uncertainty analysis, the present approach encompasses the covariances of correlated system variables, characterizing both phases for a laser triangulator. An experimental methodology is adopted to evaluate the measurement accuracy in a laser triangulator, comparing it with the values obtained with the synthetic error propagation methodology. The relevance of each error source is discussed, as well as the accuracy of the error propagation. A linearity value of 40 µm and maximum error of 0.6 mm are observed for a 100 mm measuring range, with the camera calibration phase being the main error contributor. MDPI 2020-03-14 /pmc/articles/PMC7146149/ /pubmed/32183368 http://dx.doi.org/10.3390/s20061630 Text en © 2020 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
Puerto, Pablo
Estala, Beñat
Mendikute, Alberto
A Study on the Uncertainty of a Laser Triangulator Considering System Covariances
title A Study on the Uncertainty of a Laser Triangulator Considering System Covariances
title_full A Study on the Uncertainty of a Laser Triangulator Considering System Covariances
title_fullStr A Study on the Uncertainty of a Laser Triangulator Considering System Covariances
title_full_unstemmed A Study on the Uncertainty of a Laser Triangulator Considering System Covariances
title_short A Study on the Uncertainty of a Laser Triangulator Considering System Covariances
title_sort study on the uncertainty of a laser triangulator considering system covariances
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146149/
https://www.ncbi.nlm.nih.gov/pubmed/32183368
http://dx.doi.org/10.3390/s20061630
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