DocumentCode :
1293311
Title :
Multisensor Data Fusion in an Integrated Tracking System for Endoscopic Surgery
Author :
Ren, Hongliang ; Rank, Denis ; Merdes, Martin ; Stallkamp, Jan ; Kazanzides, Peter
Author_Institution :
Dept. of Biomed. Eng., Johns Hopkins Univ., Baltimore, MD, USA
Volume :
16
Issue :
1
fYear :
2012
Firstpage :
106
Lastpage :
111
Abstract :
Surgical planning and navigation systems are vital for minimally invasive endoscopic surgeries but it is challenging to track the position and orientation of intrabody surgical instruments in these procedures. In order to address this problem, we propose a tracking system including multiple-sensor integration and data fusion. The proposed tracking approach is free of the constraints of line-of-sight, less subject to environmental distortion, and with higher update rate. By incorporating electromagnetic and inertial sensors, the system yields continuous 6-DOF information. Based on a system dynamic model and estimation theories, a new multisensor fusion algorithm, cascade orientation and position-estimation algorithm, is proposed for the integrated tracking device. The experimental results show that the proposed algorithms achieve accurate orientation and position tracking with robustness.
Keywords :
biomedical optical imaging; endoscopes; medical image processing; sensor fusion; surgery; cascade orientation; continuous 6-DOF information; electromagnetic sensors; endoscopic surgery; estimation theories; inertial sensors; integrated tracking device; integrated tracking system; intrabody surgical instruments; minimally invasive endoscopic surgeries; multiple-sensor integration; multisensor data fusion; multisensor fusion algorithm; navigation systems; position-estimation algorithm; surgical planning; system dynamic model; tracking approach; Adaptive optics; Biomedical optical imaging; Electromagnetics; Optical imaging; Optical sensors; Surgery; Electromagnetic tracking (EMT); inertial measurement unit (IMU); multisensor data fusion (MSDF); surgical navigation; Algorithms; Electromagnetic Phenomena; Endoscopy; Humans; Phantoms, Imaging; Signal Processing, Computer-Assisted; Surgery, Computer-Assisted;
fLanguage :
English
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
Publisher :
ieee
ISSN :
1089-7771
Type :
jour
DOI :
10.1109/TITB.2011.2164088
Filename :
5978220
Link To Document :
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