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
Link To Document :
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