DocumentCode :
1326535
Title :
A New Tracking System for Three Magnetic Objectives
Author :
Yang, Wan´an ; Hu, Chao ; Li, Mao ; Meng, Max Q -H ; Song, Shuang
Author_Institution :
Shenzhen Inst. of Adv. Integration Technol., Chinese Univ. of Hong Kong, Shenzhen, China
Volume :
46
Issue :
12
fYear :
2010
Firstpage :
4023
Lastpage :
4029
Abstract :
We have implemented a new noninvasive multiobjective tracking system, which can be used for localization of an endoscope and monitoring of heart valve prostheses and gastrointestinal transit of solid oral dosage forms or nutrients. The marker is modeled as a magnetic dipole, and the magnetic field at some point is regarded as summation of those from three dipoles. By minimizing the squared errors of magnetic field values between measurements and calculation using a hybrid of the particle swarm optimization (PSO) algorithm and the clone algorithm, an iterative result can be obtained, which is taken as the initial guess of the Levenberg-Marquardt (L-M) optimization method, and the first point can be determined. Subsequently, the previous computed point is used as the next initial guess of L-M algorithm, and the successive points are calculated. The tracking results demonstrate that the average position error for three objectives is 3.7 mm and the average orientation error is 1.8 when the objectives move randomly in the space surrounded by the sensor array.
Keywords :
biomagnetism; iterative methods; medical computing; particle swarm optimisation; patient monitoring; sensor arrays; tracking; Levenberg-Marquardt optimization method; average orientation error; average position error; endoscope localization; gastrointestinal transit; heart valve prostheses; magnetic dipole; magnetic field values; magnetic objective; noninvasive multiobjective tracking system; particle swarm optimization; sensor array; solid oral dosage; Cloning; Equations; Magnetic field measurement; Magnetic fields; Magnetic flux; Perpendicular magnetic anisotropy; Tracking; Dipole; L-M algorithm; hybrid algorithm of PSO and clone scheme; magnetic marker; multiobjective tracking; sensor array;
fLanguage :
English
Journal_Title :
Magnetics, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9464
Type :
jour
DOI :
10.1109/TMAG.2010.2076823
Filename :
5575424
Link To Document :
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