An Adaptive 6-DOF Tracking Method by Hybrid Sensing for Ultrasonic Endoscopes

In this paper, a novel hybrid sensing method for tracking an ultrasonic endoscope within the gastrointestinal (GI) track is presented, and the prototype of the tracking system is also developed. We implement 6-DOF localization by sensing integration and information fusion. On the hardware level, a t...

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Main Authors: Chengyang Du, Xiaodong Chen, Yi Wang, Junwei Li, Daoyin Yu
Format: Article
Language:English
Published: MDPI AG 2014-06-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/14/6/9961
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spelling doaj-5fd361ab64de400f89d27c8e5c84f9342020-11-25T01:05:47ZengMDPI AGSensors1424-82202014-06-011469961998310.3390/s140609961s140609961An Adaptive 6-DOF Tracking Method by Hybrid Sensing for Ultrasonic EndoscopesChengyang Du0Xiaodong Chen1Yi Wang2Junwei Li3Daoyin Yu4Key Laboratory of Opto-Electronics Information Technology of Ministry of Education, College of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, ChinaKey Laboratory of Opto-Electronics Information Technology of Ministry of Education, College of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, ChinaKey Laboratory of Opto-Electronics Information Technology of Ministry of Education, College of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, ChinaKey Laboratory of Opto-Electronics Information Technology of Ministry of Education, College of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, ChinaKey Laboratory of Opto-Electronics Information Technology of Ministry of Education, College of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, ChinaIn this paper, a novel hybrid sensing method for tracking an ultrasonic endoscope within the gastrointestinal (GI) track is presented, and the prototype of the tracking system is also developed. We implement 6-DOF localization by sensing integration and information fusion. On the hardware level, a tri-axis gyroscope and accelerometer, and a magnetic angular rate and gravity (MARG) sensor array are attached at the end of endoscopes, and three symmetric cylindrical coils are placed around patients’ abdomens. On the algorithm level, an adaptive fast quaternion convergence (AFQC) algorithm is introduced to determine the orientation by fusing inertial/magnetic measurements, in which the effects of magnetic disturbance and acceleration are estimated to gain an adaptive convergence output. A simplified electro-magnetic tracking (SEMT) algorithm for dimensional position is also implemented, which can easily integrate the AFQC’s results and magnetic measurements. Subsequently, the average position error is under 0.3 cm by reasonable setting, and the average orientation error is 1° without noise. If magnetic disturbance or acceleration exists, the average orientation error can be controlled to less than 3.5°.http://www.mdpi.com/1424-8220/14/6/9961ultrasonic endoscopeorientationpositionhybrid sensingdisturbances
collection DOAJ
language English
format Article
sources DOAJ
author Chengyang Du
Xiaodong Chen
Yi Wang
Junwei Li
Daoyin Yu
spellingShingle Chengyang Du
Xiaodong Chen
Yi Wang
Junwei Li
Daoyin Yu
An Adaptive 6-DOF Tracking Method by Hybrid Sensing for Ultrasonic Endoscopes
Sensors
ultrasonic endoscope
orientation
position
hybrid sensing
disturbances
author_facet Chengyang Du
Xiaodong Chen
Yi Wang
Junwei Li
Daoyin Yu
author_sort Chengyang Du
title An Adaptive 6-DOF Tracking Method by Hybrid Sensing for Ultrasonic Endoscopes
title_short An Adaptive 6-DOF Tracking Method by Hybrid Sensing for Ultrasonic Endoscopes
title_full An Adaptive 6-DOF Tracking Method by Hybrid Sensing for Ultrasonic Endoscopes
title_fullStr An Adaptive 6-DOF Tracking Method by Hybrid Sensing for Ultrasonic Endoscopes
title_full_unstemmed An Adaptive 6-DOF Tracking Method by Hybrid Sensing for Ultrasonic Endoscopes
title_sort adaptive 6-dof tracking method by hybrid sensing for ultrasonic endoscopes
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2014-06-01
description In this paper, a novel hybrid sensing method for tracking an ultrasonic endoscope within the gastrointestinal (GI) track is presented, and the prototype of the tracking system is also developed. We implement 6-DOF localization by sensing integration and information fusion. On the hardware level, a tri-axis gyroscope and accelerometer, and a magnetic angular rate and gravity (MARG) sensor array are attached at the end of endoscopes, and three symmetric cylindrical coils are placed around patients’ abdomens. On the algorithm level, an adaptive fast quaternion convergence (AFQC) algorithm is introduced to determine the orientation by fusing inertial/magnetic measurements, in which the effects of magnetic disturbance and acceleration are estimated to gain an adaptive convergence output. A simplified electro-magnetic tracking (SEMT) algorithm for dimensional position is also implemented, which can easily integrate the AFQC’s results and magnetic measurements. Subsequently, the average position error is under 0.3 cm by reasonable setting, and the average orientation error is 1° without noise. If magnetic disturbance or acceleration exists, the average orientation error can be controlled to less than 3.5°.
topic ultrasonic endoscope
orientation
position
hybrid sensing
disturbances
url http://www.mdpi.com/1424-8220/14/6/9961
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