• DocumentCode
    3586761
  • Title

    Fuzzy logic control of a continuum manipulator for surgical applications

  • Author

    Peng Qi ; Chuang Liu ; Linan Zhang ; Shuxin Wang ; Hak-Keung Lam ; Althoefer, Kaspar

  • Author_Institution
    Dept. of Inf., King´s Coll. London, London, UK
  • fYear
    2014
  • Firstpage
    413
  • Lastpage
    418
  • Abstract
    This paper presents a recent study on robotic control of a continuum manipulator. In view of nonlinear dynamic characteristics of its model, we propose a fuzzy logic controller that is designed based on state-feedback control of the system linearizations. First, a unified kinematic model and the Jacobi-ans are described. Then, we derive the state-space model form and linearize it at six operating points. Next, we design a controller for each linearized local model. Last, a fuzzy logic methodology is utilized to smoothly blend the six designed local controllers. The proposed controller is verified in MATLAB simulation and manipulator tip is autonomously navigated to the designated target. Besides, a comparison result for the optimized controller and the non-optimized counterpart is presented.
  • Keywords
    fuzzy control; manipulators; medical robotics; nonlinear dynamical systems; state feedback; surgery; MATLAB simulation; continuum manipulator; fuzzy logic control; nonlinear dynamic characteristics; state-feedback control; state-space model; surgical applications; unified kinematic model; Fuzzy logic; Jacobian matrices; Kinematics; Manipulator dynamics; Robot kinematics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Biomimetics (ROBIO), 2014 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/ROBIO.2014.7090366
  • Filename
    7090366