Cargando…
A Scheme for Enhancing Precision in 3-Dimensional Positioning for Non-Contact Measurement Systems Based on Laser Triangulation
Laser triangulation allows non-contact measurement in the third dimension. Due to the nonlinearities presented in camera and laser sensor, large range distances are quite difficult to measure with high precision. In order to enhance the precision and accuracy of large range measurement based on lase...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5855031/ https://www.ncbi.nlm.nih.gov/pubmed/29414917 http://dx.doi.org/10.3390/s18020504 |
_version_ | 1783307018329653248 |
---|---|
author | Selami, Yassine Tao, Wei Gao, Qiang Yang, Hongwei Zhao, Hui |
author_facet | Selami, Yassine Tao, Wei Gao, Qiang Yang, Hongwei Zhao, Hui |
author_sort | Selami, Yassine |
collection | PubMed |
description | Laser triangulation allows non-contact measurement in the third dimension. Due to the nonlinearities presented in camera and laser sensor, large range distances are quite difficult to measure with high precision. In order to enhance the precision and accuracy of large range measurement based on laser triangulation, we propose a novel scheme composed of four laser emitters, curve fitting subpixel location algorithm for laser center detection, and the linear regression approach based on the Gaussian model for calibration. When an object performs a 100 mm displacement from a closer to a farther point, our system achieved a repeatability up to ±7 µm, an estimated standard deviation of fitting error within 0.0027 mm, an expanded uncertainty of repeatability within 0.13 mm, an average error variation of rotational plane within 0.15 degree and a nonlinearity error within ±0.04% in full scale. Compared to published results, our proposed method shows an enhancement in accuracy. The error is significantly reduced and maintains at the low level for large ranges, which makes this system applicable and suitable for industrial and indoor applications. |
format | Online Article Text |
id | pubmed-5855031 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-58550312018-03-20 A Scheme for Enhancing Precision in 3-Dimensional Positioning for Non-Contact Measurement Systems Based on Laser Triangulation Selami, Yassine Tao, Wei Gao, Qiang Yang, Hongwei Zhao, Hui Sensors (Basel) Article Laser triangulation allows non-contact measurement in the third dimension. Due to the nonlinearities presented in camera and laser sensor, large range distances are quite difficult to measure with high precision. In order to enhance the precision and accuracy of large range measurement based on laser triangulation, we propose a novel scheme composed of four laser emitters, curve fitting subpixel location algorithm for laser center detection, and the linear regression approach based on the Gaussian model for calibration. When an object performs a 100 mm displacement from a closer to a farther point, our system achieved a repeatability up to ±7 µm, an estimated standard deviation of fitting error within 0.0027 mm, an expanded uncertainty of repeatability within 0.13 mm, an average error variation of rotational plane within 0.15 degree and a nonlinearity error within ±0.04% in full scale. Compared to published results, our proposed method shows an enhancement in accuracy. The error is significantly reduced and maintains at the low level for large ranges, which makes this system applicable and suitable for industrial and indoor applications. MDPI 2018-02-07 /pmc/articles/PMC5855031/ /pubmed/29414917 http://dx.doi.org/10.3390/s18020504 Text en © 2018 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 Selami, Yassine Tao, Wei Gao, Qiang Yang, Hongwei Zhao, Hui A Scheme for Enhancing Precision in 3-Dimensional Positioning for Non-Contact Measurement Systems Based on Laser Triangulation |
title | A Scheme for Enhancing Precision in 3-Dimensional Positioning for Non-Contact Measurement Systems Based on Laser Triangulation |
title_full | A Scheme for Enhancing Precision in 3-Dimensional Positioning for Non-Contact Measurement Systems Based on Laser Triangulation |
title_fullStr | A Scheme for Enhancing Precision in 3-Dimensional Positioning for Non-Contact Measurement Systems Based on Laser Triangulation |
title_full_unstemmed | A Scheme for Enhancing Precision in 3-Dimensional Positioning for Non-Contact Measurement Systems Based on Laser Triangulation |
title_short | A Scheme for Enhancing Precision in 3-Dimensional Positioning for Non-Contact Measurement Systems Based on Laser Triangulation |
title_sort | scheme for enhancing precision in 3-dimensional positioning for non-contact measurement systems based on laser triangulation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5855031/ https://www.ncbi.nlm.nih.gov/pubmed/29414917 http://dx.doi.org/10.3390/s18020504 |
work_keys_str_mv | AT selamiyassine aschemeforenhancingprecisionin3dimensionalpositioningfornoncontactmeasurementsystemsbasedonlasertriangulation AT taowei aschemeforenhancingprecisionin3dimensionalpositioningfornoncontactmeasurementsystemsbasedonlasertriangulation AT gaoqiang aschemeforenhancingprecisionin3dimensionalpositioningfornoncontactmeasurementsystemsbasedonlasertriangulation AT yanghongwei aschemeforenhancingprecisionin3dimensionalpositioningfornoncontactmeasurementsystemsbasedonlasertriangulation AT zhaohui aschemeforenhancingprecisionin3dimensionalpositioningfornoncontactmeasurementsystemsbasedonlasertriangulation AT selamiyassine schemeforenhancingprecisionin3dimensionalpositioningfornoncontactmeasurementsystemsbasedonlasertriangulation AT taowei schemeforenhancingprecisionin3dimensionalpositioningfornoncontactmeasurementsystemsbasedonlasertriangulation AT gaoqiang schemeforenhancingprecisionin3dimensionalpositioningfornoncontactmeasurementsystemsbasedonlasertriangulation AT yanghongwei schemeforenhancingprecisionin3dimensionalpositioningfornoncontactmeasurementsystemsbasedonlasertriangulation AT zhaohui schemeforenhancingprecisionin3dimensionalpositioningfornoncontactmeasurementsystemsbasedonlasertriangulation |