DocumentCode
3586936
Title
Synthetic tracking controller for robot manipulator with flexible joints, dynamics of executive motors and affect of disturbance based on radial basic function (RBF) neural network
Author
Tien Thanh Nguyen ; Hai Van Nguyen ; Tien Vu Hoa
Author_Institution
Le Quy Don Univ., Hanoi, Vietnam
fYear
2014
Firstpage
1469
Lastpage
1474
Abstract
This paper presents synthetic checking controller for robot manipulator with flexible joints, dynamics of executive motors and affect of disturbance based on radial basic function (RBF) neural network. A control algorithm is synthesized basing on the combination of backsteppping and RBF neural network in order to approximate the unknown functions. Finally, simulation results of a manipulator robot with single flexible joints based on Matlab-Simulink are presented to demonstrate the effectiveness of the proposed control algorithms.
Keywords
electric motors; manipulator dynamics; mathematics computing; radial basis function networks; tracking; Matlab-Simulink; RBF neural network; backsteppping; control algorithm; executive motor dynamics; flexible joints; radial basic function neural network; robot manipulator; synthetic checking controller; synthetic tracking controller; Backstepping; DC motors; Joints; Manipulator dynamics; Three-dimensional displays;
fLanguage
English
Publisher
ieee
Conference_Titel
Robotics and Biomimetics (ROBIO), 2014 IEEE International Conference on
Type
conf
DOI
10.1109/ROBIO.2014.7090541
Filename
7090541
Link To Document