• DocumentCode
    2899882
  • Title

    Gain-scheduling control of a cable-driven MRI-compatible robotic platform for intracardiac interventions

  • Author

    Salimi, Amir ; Ramezanifar, Amin ; Mohammadpour, Javad ; Grigoriadis, Karolos

  • Author_Institution
    Dept. of Mech. Eng., Univ. of Houston, Houston, TX, USA
  • fYear
    2013
  • fDate
    17-19 June 2013
  • Firstpage
    746
  • Lastpage
    751
  • Abstract
    In this paper, we design and implement a gain-scheduling controller for a parallel structure robotic platform (that we name ROBOCATH) developed to be used in intracardiac interventions under beating-heart conditions. The primary mission for this manipulator is to safely steer the cardiac catheters inside the left ventricle to reach any desired target points under magnetic resonance imaging (MRI) guidance. In this paper, we first derive a reduced-order dynamic model of the robot based on the Lagrange method to capture the nonlinear dynamics of the platform. The model is then used for the design of a state feedback linear parameter varying (LPV) controller to command the robot to position the catheter in any desired state. During the controller design process, appropriate selection of scheduling parameters not only helps hide the nonlinearities of the system dynamics but also leads to a set of decoupled models for the structure, where each degree of freedom could be treated separately. The performance of the controller is compared with a variable-gain proportional-derivative-integral (PID) controller designed in our earlier work. The experimental results show that the proposed control scheme has significant advantages in terms of implementation, set point tracking and actuator saturation over the baseline PID controller.
  • Keywords
    biomedical MRI; cardiology; catheters; control nonlinearities; manipulators; medical image processing; medical robotics; nonlinear control systems; nonlinear dynamical systems; position control; reduced order systems; target tracking; three-term control; LPV controller; Lagrange method; MRI guidance; ROBOCATH; actuator saturation; baseline PID controller; beating-heart condition; cable-driven MRI-compatible robotic platform; cardiac catheters; controller design; controller performance; decoupled models; gain-scheduling control; intracardiac intervention; left ventricle; magnetic resonance imaging guidance; manipulator; nonlinear dynamics; parallel structure robotic platform; reduced-order dynamic model; robot position command; scheduling parameters; set point tracking; state feedback linear parameter varying controller; system dynamics nonlinearities; variable-gain proportional-derivative-integral controller; Catheters; Control design; DC motors; Joints; Mathematical model; Robots; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2013
  • Conference_Location
    Washington, DC
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4799-0177-7
  • Type

    conf

  • DOI
    10.1109/ACC.2013.6579925
  • Filename
    6579925