Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: He, Xiaoqi, Zheng, Zizhao, Hu, Chao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2015
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
_version_ 1782366952437579776
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
work_keys_str_mv AT hexiaoqi magneticlocalizationandorientationofthecapsuleendoscopebasedonarandomcomplexalgorithm
AT zhengzizhao magneticlocalizationandorientationofthecapsuleendoscopebasedonarandomcomplexalgorithm
AT huchao magneticlocalizationandorientationofthecapsuleendoscopebasedonarandomcomplexalgorithm