• 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