Title :
An improved magnetic localization and orientation algorithm for wireless capsule endoscope
Author :
Hu, Chao ; Yang, Wanan ; Chen, Dongmei ; Meng, Max Q -H ; Dai, Houde
Author_Institution :
Chinese Academy of Sciences/The Chinese University of Hong Kong Shenzhen Institute of Advanced Integration Technology, Shenzhen Institute of Advanced Technology, 518067, China
Abstract :
In this paper, we propose a novel localization algorithm for tracking a magnet inside the capsule endoscope by 3-axis magnetic sensors array. In the algorithm, we first use an improved linear algorithm to obtain the localization parameters by finding the eigenvector corresponding to the minimum eigenvalue of the objective matrix. These parameters are used as the initial guess of the localization parameters in the nonlinear localization algorithm, and the nonlinear algorithm searches for more appropriate parameters that can minimize the objective error function. As the results, we obtain more robust and accurate localization results than those by using linear algorithm only. Nevertheless, the time efficiency of the nonlinear algorithm is enhanced. The real experimental data show that the average localization accuracy is about 2mm and the average orientation accuracy is about 1.6° when the magnet moves within the sensing area of 240mm ×240mm square.
Keywords :
Chaos; Eigenvalues and eigenfunctions; Endoscopes; Gastrointestinal tract; Humans; Magnetic fields; Magnetic flux; Magnetic sensors; Permanent magnets; Sensor arrays; linear and nonlinear algorithm; magnetic localization and orientation; magnetic sensor array; Algorithms; Capsule Endoscopes; Capsule Endoscopy; Equipment Design; Magnetics; Nonlinear Dynamics;
Conference_Titel :
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4244-1814-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2008.4649596