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题名

Calibrated analytical model for magnetic localization of wireless capsule endoscope based on onboard sensing

作者
通讯作者Hu, Chengzhi
发表日期
2023
DOI
发表期刊
ISSN
0263-5747
EISSN
1469-8668
卷号41期号:5页码:1500-1514
摘要

Wireless capsule endoscopes (WCEs) are pill-sized camera-embedded devices that can provide visualization of the gastrointestinal (GI) tract by capturing and transmitting images to an external receiver. Determination of the exact location of the WCE is crucial for the accurate navigation of the WCE through external guidance, tracking of the GI abnormality, and the treatment of the detected disease. Despite the enormous progress in the real-time tracking of the WCE, a well-calibrated analytical model is still missing for the accurate localization of WCEs by the measurements from different onboard sensing units. In this paper, a well-calibrated analytical model for the magnetic localization of the WCE was established by optimizing the magnetic moment in the magnetic dipole model. The Jacobian-based iterative method was employed to solve the position of the WCE. An error model was established and experimentally verified for the analysis and prediction of the localization errors caused by inaccurate measurements from the magnetic field sensor. The assessment of the real-time localization of the WCE was performed via experimental trials using an external permanent magnet (EPM) mounted on a robotic manipulator and a WCE equipped with a 3-axis magnetic field sensor and an inertial measurement unit (IMU). The localization errors were measured under different translational and rotational motion modes and working spaces. The results showed that the selection of workspace (distance relative to the EPM) could lead to different positioning errors. The proposed magnetic localization method holds great potential for the real-time localization of WCEs when performing complex motions during GI diagnosis.

关键词
相关链接[来源记录]
收录类别
SCI ; EI
语种
英语
学校署名
第一 ; 通讯
资助项目
National Natural Science Foundation of China[61903177] ; Shenzhen Science and Technology Program[JCYJ20190809144013494] ; Science and Technology Program of Guangdong[2021A1515011813] ; Science, Technology, andInnovation Commission of Shenzhen Municipality[ZDSYS20200811143601004]
WOS研究方向
Robotics
WOS类目
Robotics
WOS记录号
WOS:000913284300001
出版者
EI入藏号
20231714005813
EI主题词
Analytical models ; Endoscopy ; Errors ; Iterative methods ; Magnetic fields ; Magnetic moments ; Magnetic sensors ; Manipulators
EI分类号
Medicine and Pharmacology:461.6 ; Magnetism: Basic Concepts and Phenomena:701.2 ; Electric Components:704.1 ; Mathematics:921 ; Numerical Methods:921.6
ESI学科分类
ENGINEERING
来源库
Web of Science
引用统计
被引频次[WOS]:2
成果类型期刊论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/430762
专题工学院_机械与能源工程系
作者单位
1.Southern Univ Sci & Technol, Dept Mech & Energy Engn, Shenzhen Key Lab Biomimet Robot & Intelligent Syst, Shenzhen 518055, Peoples R China
2.Southern Univ Sci & Technol, Guangdong Prov Key Lab Human Augmentat & Rehabil R, Shenzhen 518055, Peoples R China
第一作者单位机械与能源工程系
通讯作者单位机械与能源工程系;  南方科技大学
第一作者的第一单位机械与能源工程系
推荐引用方式
GB/T 7714
Li, You,Huang, Zhuokang,Liu, Xiaobo,et al. Calibrated analytical model for magnetic localization of wireless capsule endoscope based on onboard sensing[J]. ROBOTICA,2023,41(5):1500-1514.
APA
Li, You,Huang, Zhuokang,Liu, Xiaobo,Jie, Yu,Song, Chaoyang,&Hu, Chengzhi.(2023).Calibrated analytical model for magnetic localization of wireless capsule endoscope based on onboard sensing.ROBOTICA,41(5),1500-1514.
MLA
Li, You,et al."Calibrated analytical model for magnetic localization of wireless capsule endoscope based on onboard sensing".ROBOTICA 41.5(2023):1500-1514.
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