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
Link To Document :
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