Title :
A Six-Dimensional Magnetic Localization Algorithm for a Rectangular Magnet Objective Based on a Particle Swarm Optimizer
Author :
Yang, Wanan ; Hu, Chao ; Meng, Max Q H ; Song, Shuang ; Dai, Houde
Author_Institution :
Shenzhen Inst. of Adv. Technol., Chinese Acad. of Sci., Shenzhen, China
Abstract :
To build a wireless capsule endoscope with active external guidance for controllable and interactive diagnosis on the gastrointestinal tract, it is necessary to track the capsule´s 3-D position and 3-D orientation. An approach to tracking is to enclose a small rectangular permanent magnet in the capsule. The magnetic field produced around the body by the rectangular magnet can be detected by magnetic sensors outside the patient´s body. With these detected magnetic sensor data, the 3-D localization and 3-D orientation parameters can be computed by an appropriate algorithm based on the mathematical model of the rectangular magnet´s magnetic field. We tried several nonlinear optimization algorithms, and simulation experiments show that the particle swarm optimization algorithm can work effectively with good accuracy when the magnet moves within a predetermined range.
Keywords :
endoscopes; magnetic sensors; medical control systems; particle swarm optimisation; patient diagnosis; permanent magnets; position measurement; 6D magnetic localization algorithm; capsule 3D orientation tracking; capsule 3D position tracking; endoscope active external guidance; external magnetic sensors; gastrointestinal tract diagnosis; magnetic field mathematical model; magnetic sensor data; nonlinear optimization algorithms; particle swarm optimisation; rectangular magnet; small rectangular permanent magnet; wireless capsule endoscope; 6D localization and orientation; PSO algorithm; Wireless endoscope; rectangular magnet;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2009.2019116