Literature DB >> 19163099

An improved magnetic localization and orientation algorithm for wireless capsule endoscope.

Chao Hu1, Wanan Yang, Dongmei Chen, Max Q H Meng, Houde Dai.   

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 degrees when the magnet moves within the sensing area of 240 mm x 240 mm square.

Mesh:

Year:  2008        PMID: 19163099     DOI: 10.1109/IEMBS.2008.4649596

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  4 in total

Review 1.  New vision in video capsule endoscopy: current status and future directions.

Authors:  Laurel R Fisher; William L Hasler
Journal:  Nat Rev Gastroenterol Hepatol       Date:  2012-05-08       Impact factor: 46.802

2.  A real-time localization system for an endoscopic capsule using magnetic sensors.

Authors:  Duc Minh Pham; Syed Mahfuzul Aziz
Journal:  Sensors (Basel)       Date:  2014-11-05       Impact factor: 3.576

3.  A 3D-Printed Self-Learning Three-Linked-Sphere Robot for Autonomous Confined-Space Navigation.

Authors:  Brian Elder; Zonghao Zou; Samannoy Ghosh; Oliver Silverberg; Taylor E Greenwood; Ebru Demir; Vivian Song-En Su; On Shun Pak; Yong Lin Kong
Journal:  Adv Intell Syst       Date:  2021-06-26

4.  Magnetic localization and orientation of the capsule endoscope based on a random complex algorithm.

Authors:  Xiaoqi He; Zizhao Zheng; Chao Hu
Journal:  Med Devices (Auckl)       Date:  2015-04-08
  4 in total

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