DocumentCode
3530053
Title
Smith predictor based control in teleoperated image-guided beating-heart surgery
Author
Bowthorpe, Meaghan ; Tavakoli, Mahdi ; Becher, Harald ; Howe, Robert
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, AB, Canada
fYear
2013
fDate
6-10 May 2013
Firstpage
5825
Lastpage
5830
Abstract
Surgery on a freely beating-heart is extremely difficult as the surgeon must perform the procedure while following the heart´s fast motion. However, by controlling a teleoperated robot to continuously follow the heart´s motion, the surgeon can operate on a seemingly stationary heart. The heart´s motion is calculated from ultrasound images and thus involves a non-negligible delay estimated to be 100 ms that, if not compensated for, can cause the robot end-effector (i.e., the surgical tool) to collide with and puncture the heart. This research proposes the use of a Smith predictor to compensate for this time delay. The results suggest that this improves heart motion tracking as the mean absolute error, the difference between the surgeon´s motion and the distance between the heart and surgical tool, and the mean integrated square error decreased.
Keywords
biomedical ultrasonics; delays; end effectors; mean square error methods; medical image processing; medical robotics; motion compensation; object tracking; predictive control; surgery; telerobotics; Smith predictor based control; compensation; freely beating-heart; heart fast motion; heart motion tracking; mean absolute error; mean integrated square error; nonnegligible delay estimation; robot end-effector; surgeon motion; surgical tool; teleoperated image-guided beating-heart surgery; teleoperated robot control; time delay; ultrasound image; Delays; Heart beat; Needles; Robots; Surgery; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Automation (ICRA), 2013 IEEE International Conference on
Conference_Location
Karlsruhe
ISSN
1050-4729
Print_ISBN
978-1-4673-5641-1
Type
conf
DOI
10.1109/ICRA.2013.6631415
Filename
6631415
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