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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Dove Medical Press
2015
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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) |
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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 |
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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 |
_version_ |
1718401189494652928 |