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Modeling and Compensation of Positioning Error in Micromanipulation
In order to improve the positioning accuracy of the micromanipulation system, a comprehensive error model is first established to take into account the microscope nonlinear imaging distortion, camera installation error, and the mechanical displacement error of the motorized stage. A novel error comp...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10143061/ https://www.ncbi.nlm.nih.gov/pubmed/37421012 http://dx.doi.org/10.3390/mi14040779 |
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author | Hao, Miao Yang, Bin Ru, Changhai Yue, Chunfeng Huang, Zongjie Zhai, Rongan Sun, Yu Wang, Yong Dai, Changsheng |
author_facet | Hao, Miao Yang, Bin Ru, Changhai Yue, Chunfeng Huang, Zongjie Zhai, Rongan Sun, Yu Wang, Yong Dai, Changsheng |
author_sort | Hao, Miao |
collection | PubMed |
description | In order to improve the positioning accuracy of the micromanipulation system, a comprehensive error model is first established to take into account the microscope nonlinear imaging distortion, camera installation error, and the mechanical displacement error of the motorized stage. A novel error compensation method is then proposed with distortion compensation coefficients obtained by the Levenberg–Marquardt optimization algorithm combined with the deduced nonlinear imaging model. The compensation coefficients for camera installation error and mechanical displacement error are derived from the rigid-body translation technique and image stitching algorithm. To validate the error compensation model, single shot and cumulative error tests were designed. The experimental results show that after the error compensation, the displacement errors were controlled within 0.25 μm when moving in a single direction and within 0.02 μm per 1000 μm when moving in multiple directions. |
format | Online Article Text |
id | pubmed-10143061 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-101430612023-04-29 Modeling and Compensation of Positioning Error in Micromanipulation Hao, Miao Yang, Bin Ru, Changhai Yue, Chunfeng Huang, Zongjie Zhai, Rongan Sun, Yu Wang, Yong Dai, Changsheng Micromachines (Basel) Article In order to improve the positioning accuracy of the micromanipulation system, a comprehensive error model is first established to take into account the microscope nonlinear imaging distortion, camera installation error, and the mechanical displacement error of the motorized stage. A novel error compensation method is then proposed with distortion compensation coefficients obtained by the Levenberg–Marquardt optimization algorithm combined with the deduced nonlinear imaging model. The compensation coefficients for camera installation error and mechanical displacement error are derived from the rigid-body translation technique and image stitching algorithm. To validate the error compensation model, single shot and cumulative error tests were designed. The experimental results show that after the error compensation, the displacement errors were controlled within 0.25 μm when moving in a single direction and within 0.02 μm per 1000 μm when moving in multiple directions. MDPI 2023-03-30 /pmc/articles/PMC10143061/ /pubmed/37421012 http://dx.doi.org/10.3390/mi14040779 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 Hao, Miao Yang, Bin Ru, Changhai Yue, Chunfeng Huang, Zongjie Zhai, Rongan Sun, Yu Wang, Yong Dai, Changsheng Modeling and Compensation of Positioning Error in Micromanipulation |
title | Modeling and Compensation of Positioning Error in Micromanipulation |
title_full | Modeling and Compensation of Positioning Error in Micromanipulation |
title_fullStr | Modeling and Compensation of Positioning Error in Micromanipulation |
title_full_unstemmed | Modeling and Compensation of Positioning Error in Micromanipulation |
title_short | Modeling and Compensation of Positioning Error in Micromanipulation |
title_sort | modeling and compensation of positioning error in micromanipulation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10143061/ https://www.ncbi.nlm.nih.gov/pubmed/37421012 http://dx.doi.org/10.3390/mi14040779 |
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