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» PD Control of Robot with RBF Networks Compensation
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IJCNN
2000
IEEE
13 years 9 months ago
PD Control of Robot with RBF Networks Compensation
In this paper the popular PD controller of robot manipulator is modified. RBF neural networks are used to compensate the gravity and fi-iction. No exact knowledge of the robot dyn...
Wen Yu, José Antonio Heredia
ICRA
2005
IEEE
125views Robotics» more  ICRA 2005»
13 years 10 months ago
Adaptive Control of Hydraulic Systems with MML Inferred RBF Networks
— In this paper the problem of adaptively controlling a hydraulic system with uncertainties is considered. An adaptive controller is derived to control actuator force with unknow...
Daniel F. Schmidt, Andrew P. Paplinski, Gordon S. ...
SIGMAP
2007
108views Business» more  SIGMAP 2007»
13 years 6 months ago
DC Motor using Multi Activation Wavelet Network (MAWN) as an Alternative to a PD Controller in the Robotics Control System
In this paper, a robust MAWN is proposed. An application that constructs Wavelet Network as an alternative to a PD controller in the robotics control system with DC motor is fully ...
Walid Emar, Noora Khalaf, Maher Dababneh, Waleed J...
IJCNN
2006
IEEE
13 years 10 months ago
Anti-swing control for overhead crane with neural compensation
— This paper considers the problem of PD control of overhead crane in the presence of uncertainty associated with crane dynamics. By using radial basis function neural networks, ...
Rigoberto Toxqui Toxqui, Wen Yu, Xiaoou Li
IJCNN
2007
IEEE
13 years 11 months ago
A Neural Network-based Learning Controller for Micro-sized Object Micromanipulation
Abstract— In this paper, automated micro-sized objects manipulation is investigated. The novelty of the proposed method lies on the compensation of all the nonlinear scaling forc...
Mohsen Shahini, William W. Melek, John T. W. Yeow