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On the Angular Control of Rotating Lasers by Means of Line Calculus on Hyperboloids

We propose a new paradigm for modelling and calibrating laser scanners with rotation symmetry, as is the case for lidars or for galvanometric laser systems with one or two rotating mirrors. Instead of bothering about the intrinsic parameters of a physical model, we use the geometric properties of th...

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Detalles Bibliográficos
Autores principales: Penne, Rudi, De Boi, Ivan, Vanlanduit, Steve
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10346280/
https://www.ncbi.nlm.nih.gov/pubmed/37447975
http://dx.doi.org/10.3390/s23136126
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author Penne, Rudi
De Boi, Ivan
Vanlanduit, Steve
author_facet Penne, Rudi
De Boi, Ivan
Vanlanduit, Steve
author_sort Penne, Rudi
collection PubMed
description We propose a new paradigm for modelling and calibrating laser scanners with rotation symmetry, as is the case for lidars or for galvanometric laser systems with one or two rotating mirrors. Instead of bothering about the intrinsic parameters of a physical model, we use the geometric properties of the device to model it as a specific configuration of lines, which can be recovered by a line-data-driven procedure. Compared to universal data-driven methods that train general line models, our algebraic-geometric approach only requires a few measurements. We elaborate the case of a galvanometric laser scanner with two mirrors, that we model as a grid of hyperboloids represented by a grid of [Formula: see text] lines. This provides a new type of look-up table, containing not more than nine elements, lines rather than points, where we replace the approximating interpolation with exact affine combinations of lines. The proposed method is validated in a realistic virtual setting. As a collateral contribution, we present a robust algorithm for fitting ruled surfaces of revolution on noisy line measurements.
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spelling pubmed-103462802023-07-15 On the Angular Control of Rotating Lasers by Means of Line Calculus on Hyperboloids Penne, Rudi De Boi, Ivan Vanlanduit, Steve Sensors (Basel) Article We propose a new paradigm for modelling and calibrating laser scanners with rotation symmetry, as is the case for lidars or for galvanometric laser systems with one or two rotating mirrors. Instead of bothering about the intrinsic parameters of a physical model, we use the geometric properties of the device to model it as a specific configuration of lines, which can be recovered by a line-data-driven procedure. Compared to universal data-driven methods that train general line models, our algebraic-geometric approach only requires a few measurements. We elaborate the case of a galvanometric laser scanner with two mirrors, that we model as a grid of hyperboloids represented by a grid of [Formula: see text] lines. This provides a new type of look-up table, containing not more than nine elements, lines rather than points, where we replace the approximating interpolation with exact affine combinations of lines. The proposed method is validated in a realistic virtual setting. As a collateral contribution, we present a robust algorithm for fitting ruled surfaces of revolution on noisy line measurements. MDPI 2023-07-03 /pmc/articles/PMC10346280/ /pubmed/37447975 http://dx.doi.org/10.3390/s23136126 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Penne, Rudi
De Boi, Ivan
Vanlanduit, Steve
On the Angular Control of Rotating Lasers by Means of Line Calculus on Hyperboloids
title On the Angular Control of Rotating Lasers by Means of Line Calculus on Hyperboloids
title_full On the Angular Control of Rotating Lasers by Means of Line Calculus on Hyperboloids
title_fullStr On the Angular Control of Rotating Lasers by Means of Line Calculus on Hyperboloids
title_full_unstemmed On the Angular Control of Rotating Lasers by Means of Line Calculus on Hyperboloids
title_short On the Angular Control of Rotating Lasers by Means of Line Calculus on Hyperboloids
title_sort on the angular control of rotating lasers by means of line calculus on hyperboloids
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10346280/
https://www.ncbi.nlm.nih.gov/pubmed/37447975
http://dx.doi.org/10.3390/s23136126
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