Title :
Embedded position control system of a manipulator using a robust nonlinear predictive control
Author :
Rojas-Moreno, Arturo ; Valdivia-Mallqui, Richard
Author_Institution :
Dept. of Electron. Eng., Univ. of Eng. & Technol., Lima, Peru
Abstract :
This paper deals with the implementation of a embedded position control system using a robust nonlinear predictive controller, which is employed to control simultaneously angular positions of the base and arm of an angular manipulator of 2DOF (2 Degrees of Freedom). The design of such control system requires the derivation of the dynamic nonlinear model of the manipulator, as well as the determination of the corresponding predictive control law. Intensive simulation studies permitted to find out the initial values of the tuning parameters of the predictive controller. A CRIO (Compact Reconfigurable Input/Output) device was used to embed the control system. Good performance of the predictive control system was verified via experimentation.
Keywords :
control system synthesis; embedded systems; manipulators; nonlinear control systems; position control; predictive control; robust control; 2 DoF; 2 degrees of freedom; CRIO device; angular manipulator; angular position control; compact reconfigurable input-output; dynamic nonlinear model; embedded position control system; predictive controller tuning parameter; robust nonlinear predictive control; Manipulator dynamics; Mathematical model; Predictive control; Robustness; Uncertainty; Vectors;
Conference_Titel :
Advanced Robotics (ICAR), 2013 16th International Conference on
Conference_Location :
Montevideo
DOI :
10.1109/ICAR.2013.6766581