• DocumentCode
    835069
  • Title

    Model predictive control for compensation of cyclic organ motions in teleoperated laparoscopic surgery

  • Author

    Gangloff, Jacques ; Ginhoux, Romuald ; De Mathelin, Michel ; Soler, Luc ; Marescaux, Jacques

  • Author_Institution
    LSIIT, Strasbourg Univ., Illkirch, France
  • Volume
    14
  • Issue
    2
  • fYear
    2006
  • fDate
    3/1/2006 12:00:00 AM
  • Firstpage
    235
  • Lastpage
    246
  • Abstract
    During teleoperated laparoscopic surgery with robots, periodic deformations of organs due to respiratory movements may be critical disturbances for surgeons manipulating the robot. Indeed, the surgeon has to manually compensate for these motions if accurate gestures are needed, like, e.g., during suturing. This paper proposes a repetitive model predictive control scheme for driving a surgical robot toward the reference trajectory defined by the surgeon while rejecting cyclic disturbances due to the respiratory motion. A new cost function is proposed for an unconstrained generalized predictive control scheme based on a multiple input-output model of the surgical robot. Contributions of the controller output to the reference tracking task and to the disturbance rejection task are split and computed separately, so that their respective efficiency can be independently weighted. The proposed control scheme is validated through simulations and experimental in vivo results using a surgical robot.
  • Keywords
    compensation; manipulators; medical computing; medical robotics; predictive control; surgery; telerobotics; cyclic organ motion compensation; model predictive control; periodic disturbance rejection; respiratory motion; surgical robot; teleoperated laparoscopic surgery; visual servoing; Computational modeling; Cost function; In vivo; Medical robotics; Minimally invasive surgery; Predictive control; Predictive models; Robots; Trajectory; Weight control; Medical robotics; model predictive control; periodic disturbance rejection; repetitive control; visual servoing;
  • fLanguage
    English
  • Journal_Title
    Control Systems Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6536
  • Type

    jour

  • DOI
    10.1109/TCST.2005.863650
  • Filename
    1597194