Localization for robotic capsule looped by axially magnetized permanent-magnet ring based on hybrid strategy

Wanan Yang,1 Yan Li,2 Fengqing Qin11School of Computer and Information Engineering, 2Computer Science and Technology Institute, Yibin University, Yibin, People's Republic of ChinaAbstract: To actively maneuver a robotic capsule for interactive diagnosis in the gastrointestinal tract, visual...

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Autores principales: Yang W, Li Y, Qin F
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Lenguaje:EN
Publicado: Dove Medical Press 2015
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Acceso en línea:https://doaj.org/article/6b353c576bc74d9492e2e818c9980721
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spelling oai:doaj.org-article:6b353c576bc74d9492e2e818c99807212021-12-02T04:30:54ZLocalization for robotic capsule looped by axially magnetized permanent-magnet ring based on hybrid strategy1179-1470https://doaj.org/article/6b353c576bc74d9492e2e818c99807212015-02-01T00:00:00Zhttp://www.dovepress.com/localization-for-robotic-capsule-looped-by-axially-magnetized-permanen-peer-reviewed-article-MDERhttps://doaj.org/toc/1179-1470 Wanan Yang,1 Yan Li,2 Fengqing Qin11School of Computer and Information Engineering, 2Computer Science and Technology Institute, Yibin University, Yibin, People's Republic of ChinaAbstract: To actively maneuver a robotic capsule for interactive diagnosis in the gastrointestinal tract, visualizing accurate position and orientation of the capsule when it moves in the gastrointestinal tract is essential. A possible method that encloses the circuits, batteries, imaging device, etc into the capsule looped by an axially magnetized permanent-magnet ring is proposed. Based on expression of the axially magnetized permanent-magnet ring's magnetic fields, a localization and orientation model was established. An improved hybrid strategy that combines the advantages of particle-swarm optimization, clone algorithm, and the Levenberg–Marquardt algorithm was found to solve the model. Experiments showed that the hybrid strategy has good accuracy, convergence, and real time performance.Keywords: localization, permanent-magnet ring, robotic capsule, hybrid strategyYang WLi YQin FDove Medical PressarticleMedical technologyR855-855.5ENMedical Devices: Evidence and Research, Vol 2015, Iss default, Pp 141-151 (2015)
institution DOAJ
collection DOAJ
language EN
topic Medical technology
R855-855.5
spellingShingle Medical technology
R855-855.5
Yang W
Li Y
Qin F
Localization for robotic capsule looped by axially magnetized permanent-magnet ring based on hybrid strategy
description Wanan Yang,1 Yan Li,2 Fengqing Qin11School of Computer and Information Engineering, 2Computer Science and Technology Institute, Yibin University, Yibin, People's Republic of ChinaAbstract: To actively maneuver a robotic capsule for interactive diagnosis in the gastrointestinal tract, visualizing accurate position and orientation of the capsule when it moves in the gastrointestinal tract is essential. A possible method that encloses the circuits, batteries, imaging device, etc into the capsule looped by an axially magnetized permanent-magnet ring is proposed. Based on expression of the axially magnetized permanent-magnet ring's magnetic fields, a localization and orientation model was established. An improved hybrid strategy that combines the advantages of particle-swarm optimization, clone algorithm, and the Levenberg–Marquardt algorithm was found to solve the model. Experiments showed that the hybrid strategy has good accuracy, convergence, and real time performance.Keywords: localization, permanent-magnet ring, robotic capsule, hybrid strategy
format article
author Yang W
Li Y
Qin F
author_facet Yang W
Li Y
Qin F
author_sort Yang W
title Localization for robotic capsule looped by axially magnetized permanent-magnet ring based on hybrid strategy
title_short Localization for robotic capsule looped by axially magnetized permanent-magnet ring based on hybrid strategy
title_full Localization for robotic capsule looped by axially magnetized permanent-magnet ring based on hybrid strategy
title_fullStr Localization for robotic capsule looped by axially magnetized permanent-magnet ring based on hybrid strategy
title_full_unstemmed Localization for robotic capsule looped by axially magnetized permanent-magnet ring based on hybrid strategy
title_sort localization for robotic capsule looped by axially magnetized permanent-magnet ring based on hybrid strategy
publisher Dove Medical Press
publishDate 2015
url https://doaj.org/article/6b353c576bc74d9492e2e818c9980721
work_keys_str_mv AT yangw localizationforroboticcapsuleloopedbyaxiallymagnetizedpermanentmagnetringbasedonhybridstrategy
AT liy localizationforroboticcapsuleloopedbyaxiallymagnetizedpermanentmagnetringbasedonhybridstrategy
AT qinf localizationforroboticcapsuleloopedbyaxiallymagnetizedpermanentmagnetringbasedonhybridstrategy
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