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Magnetic localization and orientation of the capsule endoscope based on a random complex algorithm
The development of the capsule endoscope has made possible the examination of the whole gastrointestinal tract without much pain. However, there are still some important problems to be solved, among which, one important problem is the localization of the capsule. Currently, magnetic positioning tech...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4399597/ https://www.ncbi.nlm.nih.gov/pubmed/25914561 http://dx.doi.org/10.2147/MDER.S78899 |
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author | He, Xiaoqi Zheng, Zizhao Hu, Chao |
author_facet | He, Xiaoqi Zheng, Zizhao Hu, Chao |
author_sort | He, Xiaoqi |
collection | PubMed |
description | The development of the capsule endoscope has made possible the examination of the whole gastrointestinal tract without much pain. However, there are still some important problems to be solved, among which, one important problem is the localization of the capsule. Currently, magnetic positioning technology is a suitable method for capsule localization, and this depends on a reliable system and algorithm. In this paper, based on the magnetic dipole model as well as magnetic sensor array, we propose nonlinear optimization algorithms using a random complex algorithm, applied to the optimization calculation for the nonlinear function of the dipole, to determine the three-dimensional position parameters and two-dimensional direction parameters. The stability and the antinoise ability of the algorithm is compared with the Levenberg–Marquart algorithm. The simulation and experiment results show that in terms of the error level of the initial guess of magnet location, the random complex algorithm is more accurate, more stable, and has a higher “denoise” capacity, with a larger range for initial guess values. |
format | Online Article Text |
id | pubmed-4399597 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-43995972015-04-24 Magnetic localization and orientation of the capsule endoscope based on a random complex algorithm He, Xiaoqi Zheng, Zizhao Hu, Chao Med Devices (Auckl) Methodology The development of the capsule endoscope has made possible the examination of the whole gastrointestinal tract without much pain. However, there are still some important problems to be solved, among which, one important problem is the localization of the capsule. Currently, magnetic positioning technology is a suitable method for capsule localization, and this depends on a reliable system and algorithm. In this paper, based on the magnetic dipole model as well as magnetic sensor array, we propose nonlinear optimization algorithms using a random complex algorithm, applied to the optimization calculation for the nonlinear function of the dipole, to determine the three-dimensional position parameters and two-dimensional direction parameters. The stability and the antinoise ability of the algorithm is compared with the Levenberg–Marquart algorithm. The simulation and experiment results show that in terms of the error level of the initial guess of magnet location, the random complex algorithm is more accurate, more stable, and has a higher “denoise” capacity, with a larger range for initial guess values. Dove Medical Press 2015-04-08 /pmc/articles/PMC4399597/ /pubmed/25914561 http://dx.doi.org/10.2147/MDER.S78899 Text en © 2015 He et al. This work is published by Dove Medical Press Limited, and licensed under Creative Commons Attribution – Non Commercial (unported, v3.0) License The full terms of the License are available at http://creativecommons.org/licenses/by-nc/3.0/. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. |
spellingShingle | Methodology He, Xiaoqi Zheng, Zizhao Hu, Chao Magnetic localization and orientation of the capsule endoscope based on a random complex algorithm |
title | Magnetic localization and orientation of the capsule endoscope based on a random complex algorithm |
title_full | Magnetic localization and orientation of the capsule endoscope based on a random complex algorithm |
title_fullStr | Magnetic localization and orientation of the capsule endoscope based on a random complex algorithm |
title_full_unstemmed | Magnetic localization and orientation of the capsule endoscope based on a random complex algorithm |
title_short | Magnetic localization and orientation of the capsule endoscope based on a random complex algorithm |
title_sort | magnetic localization and orientation of the capsule endoscope based on a random complex algorithm |
topic | Methodology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4399597/ https://www.ncbi.nlm.nih.gov/pubmed/25914561 http://dx.doi.org/10.2147/MDER.S78899 |
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