Title :
Control of under-actuated two-link ROBOT with hybrid LQ-fuzzy controller
Author :
Hussain, Syed Asad ; Kadri, Muhammad Bilal
Author_Institution :
Electron. & Power Eng. Dept., Nat. Univ. of Sci. & Technol. (NUST), Islamabad, Pakistan
Abstract :
This paper presents flexible two-link ROBOT arm control methodology using fuzzy logic controller with state-estimation arrangement. In order to drive the fast and slow subsystems, a singular perturbation scheme has been established, that also reduces spillover effect. The estimation based compensator damps out the noise/ vibration of the complex nonlinear system. Setpoint tracking is achieved by employing fuzzy logic controller (slow-subsystem). The simulation results of hybrid LQ-fuzzy controller provide robustness without increasing the order of the overall system. The proposed control scheme outperforms traditional control approaches such as PD, LQR or LQG solution.
Keywords :
dexterous manipulators; fuzzy control; linear quadratic control; nonlinear control systems; state estimation; LQG solution; LQR solution; PD solution; complex nonlinear system; estimation based compensator; fuzzy logic controller; hybrid LQ-fuzzy controller; linear quadratic controller; linear-quadratic Gaussian control; linear-quadratic regression control; proportional-derivative control; setpoint tracking; singular perturbation scheme; spillover effect; state-estimation arrangement; underactuated two-link robot arm control; Fuzzy logic; Mathematical model; Noise; Noise measurement; Robots; Robustness; Vibrations; fuzzy logic controller; state estimation; two-link robotic arm;
Conference_Titel :
Robotics and Emerging Allied Technologies in Engineering (iCREATE), 2014 International Conference on
Conference_Location :
Islamabad
Print_ISBN :
978-1-4799-5131-4
DOI :
10.1109/iCREATE.2014.6828361