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

Author:

Li YouORCID,Huang Zhuokang,Liu Xiaobo,Jie Yu,Song Chaoyang,Hu Chengzhi

Abstract

AbstractWireless 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.

Publisher

Cambridge University Press (CUP)

Subject

Computer Science Applications,General Mathematics,Software,Control and Systems Engineering,Control and Optimization,Mechanical Engineering,Modeling and Simulation

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Magnetically Driven Capsule Robot for Multi-Targeted Biopsy and Drug Delivery in Stomach;2023 IEEE International Conference on Robotics and Biomimetics (ROBIO);2023-12-04

2. Towards capsule endoscope locomotion in large volumes: design, fuzzy modeling, and testing;Robotica;2023-11-06

3. Design of Capsule Robot for Magnetic Gastric Biopsy and Drug Administration;2023 IEEE International Conference on Mechatronics and Automation (ICMA);2023-08-06

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