Title :
Neural network robust controllers applied to free-floating space manipulators in task space
Author :
Pazelli, Tatiana ; Pazelli, F.P.A.T. ; Terra, M.H. ; Siqueira, Adriano A. G.
Author_Institution :
Dept. of Electr. Eng., Univ. of Sao Paulo at Sao Carlos, Sao Carlos, Brazil
fDate :
June 30 2010-July 2 2010
Abstract :
This paper deals with the problem of robust trajectory tracking control for free-floating manipulator systems subject to plant uncertainties and external disturbances. The system model is described through the Dynamically Equivalent Manipulator approach and the tracking problem is formulated directly in task space. Two adaptive techniques are developed considering nonlinear ℋ∞ controllers and artificial neural networks. Experimental results are obtained from an underactuated three-link fixed-base planar manipulator dynamically equivalent to a two-link free-floating planar space manipulator.
Keywords :
H∞ control; aerospace robotics; manipulators; neurocontrollers; nonlinear control systems; position control; robust control; dynamically equivalent manipulator; free-floating space manipulators; neural network robust controllers; nonlinear ℋ∞ controllers; robust trajectory tracking control; task space; Control systems; Manipulator dynamics; Neural networks; Orbital robotics; Programmable control; Robot kinematics; Robust control; Samarium; Trajectory; Uncertainty;
Conference_Titel :
American Control Conference (ACC), 2010
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-7426-4
DOI :
10.1109/ACC.2010.5530536