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Research on the method of designing cap lens using ant colony algorithm

It is necessary to select the appropriate parameters defining a aspheric lens for coupling the light from a laser diode into the optical fiber by cap aspheric lenses. In this paper, the ant colony optimization algorithm is applied to the optimization of structural parameters of the cap aspheric lens...

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Autores principales: Liu, Wenlin, Qin, Hua, Lv, Zhiwei, Feng, Yanze, Shi, Yuetong, Liu, Zixiang, Bai, Chenghao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8342422/
https://www.ncbi.nlm.nih.gov/pubmed/34354205
http://dx.doi.org/10.1038/s41598-021-95518-1
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author Liu, Wenlin
Qin, Hua
Lv, Zhiwei
Feng, Yanze
Shi, Yuetong
Liu, Zixiang
Bai, Chenghao
author_facet Liu, Wenlin
Qin, Hua
Lv, Zhiwei
Feng, Yanze
Shi, Yuetong
Liu, Zixiang
Bai, Chenghao
author_sort Liu, Wenlin
collection PubMed
description It is necessary to select the appropriate parameters defining a aspheric lens for coupling the light from a laser diode into the optical fiber by cap aspheric lenses. In this paper, the ant colony optimization algorithm is applied to the optimization of structural parameters of the cap aspheric lens, and the merit function defining the optimization problem and detailed design steps are given. A cap aspheric lens with center thickness of 1.1019 mm and effective focal length of 1.10331 mm is designed using a self-made MATLAB program of ant colony optimization algorithm, which can couple the light emitting from a laser diode into a single mode fiber with a diameter of 9 um, the light-emitting surface of the LD is 3 µm × 2 µm, and beam-divergence angle in the X and Y directions are ± 35° and ± 23.58°, respectively. The theoretical coupling efficiency is 89.8%, and the experiment shows that the maximum coupling efficiency and average coupling efficiency are 88.63% and 79.39%, respectively. Design and experimental results prove that the design method in this paper is feasible and effective.
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spelling pubmed-83424222021-08-06 Research on the method of designing cap lens using ant colony algorithm Liu, Wenlin Qin, Hua Lv, Zhiwei Feng, Yanze Shi, Yuetong Liu, Zixiang Bai, Chenghao Sci Rep Article It is necessary to select the appropriate parameters defining a aspheric lens for coupling the light from a laser diode into the optical fiber by cap aspheric lenses. In this paper, the ant colony optimization algorithm is applied to the optimization of structural parameters of the cap aspheric lens, and the merit function defining the optimization problem and detailed design steps are given. A cap aspheric lens with center thickness of 1.1019 mm and effective focal length of 1.10331 mm is designed using a self-made MATLAB program of ant colony optimization algorithm, which can couple the light emitting from a laser diode into a single mode fiber with a diameter of 9 um, the light-emitting surface of the LD is 3 µm × 2 µm, and beam-divergence angle in the X and Y directions are ± 35° and ± 23.58°, respectively. The theoretical coupling efficiency is 89.8%, and the experiment shows that the maximum coupling efficiency and average coupling efficiency are 88.63% and 79.39%, respectively. Design and experimental results prove that the design method in this paper is feasible and effective. Nature Publishing Group UK 2021-08-05 /pmc/articles/PMC8342422/ /pubmed/34354205 http://dx.doi.org/10.1038/s41598-021-95518-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Liu, Wenlin
Qin, Hua
Lv, Zhiwei
Feng, Yanze
Shi, Yuetong
Liu, Zixiang
Bai, Chenghao
Research on the method of designing cap lens using ant colony algorithm
title Research on the method of designing cap lens using ant colony algorithm
title_full Research on the method of designing cap lens using ant colony algorithm
title_fullStr Research on the method of designing cap lens using ant colony algorithm
title_full_unstemmed Research on the method of designing cap lens using ant colony algorithm
title_short Research on the method of designing cap lens using ant colony algorithm
title_sort research on the method of designing cap lens using ant colony algorithm
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8342422/
https://www.ncbi.nlm.nih.gov/pubmed/34354205
http://dx.doi.org/10.1038/s41598-021-95518-1
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