A Six-Dimensional Magnetic Localization Algorithm for a Rectangular Magnet Objective Based on a Particle Swarm Optimizer

被引:86
作者
Yang, Wan'an [1 ,2 ,3 ]
Hu, Chao [1 ]
Meng, Max Q. -H. [1 ,4 ]
Song, Shuang [1 ]
Dai, Houde [1 ]
机构
[1] Chinese Univ Hong Kong, Chinese Acad Sci, Shenzhen Inst Adv Integrat Technol, Shenzhen Inst Adv Technol, Shenzhen 518067, Guangdong, Peoples R China
[2] Chinese Acad Sci, Shenzhen Inst Adv Technol, Inst Comp Technol, Shenzhen 518067, Guangdong, Peoples R China
[3] Chinese Acad Sci, Grad Sch, Shenzhen 518067, Guangdong, Peoples R China
[4] Chinese Univ Hong Kong, Dept Elect Engn, Shatin, Hong Kong, Peoples R China
关键词
Wireless endoscope; 6D localization and orientation; rectangular magnet; PSO algorithm;
D O I
10.1109/TMAG.2009.2019116
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:3092 / 3099
页数:8
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