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