磁铁
磁场
磁偶极子
粒子群优化
职位(财务)
偶极子
磁铁之间的作用力
物理
磁能
生物磁学
计算机科学
声学
核磁共振
磁化
算法
财务
量子力学
经济
作者
Qi Zhang,Yuming Li,Xu Han,Xiao Li,Xiwei Zhang
出处
期刊:IEEE Transactions on Instrumentation and Measurement
[Institute of Electrical and Electronics Engineers]
日期:2023-01-01
卷期号:72: 1-10
被引量:7
标识
DOI:10.1109/tim.2023.3261943
摘要
Magnetic localization is an effective method for obtaining the pose of a wireless capsule endoscope (WCE) because it is able to provide the position and orientation of the magnet in places where visual methods are not available. In magnetic positioning, the magnetic dipole model is often used to calculate the magnetic field of a magnetic source. However, the magnetic field calculated by the magnetic dipole model introduces positioning errors when a permanent magnet is used as the magnetic source and the size of the permanent magnet cannot be ignored. In this paper, a WCE localization method was proposed based on the combination of the magnetic dipole model and the analytical model. A cylindrical magnet was mounted in the WCE. The magnetic field of the magnet was calculated using the magnetic dipole model and the rough position of the magnet was estimated using the Particle Swarm Optimization (PSO) algorithm; then the magnetic field of the magnet was described using the analytical model and the estimated result of the PSO algorithm was used as the initial value of the Levenberg-Marquardt (L-M) algorithm to calculate the pose of the WCE. Experiments on static and dynamic localization of magnet were carried out in the localization system. The experimental results verified the feasibility of the proposed method.
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