Title :
Compact bionic handling arm control using neural networks
Author :
Melingui, A. ; Merzouki, Rochdi ; Mbede, J.B.
Author_Institution :
LAGIS, Ecole Polytech. de Lille, Lille, France
Abstract :
The tip position control of a class of continuum manipulators namely the compact bionic handling arm (CBHA) is proposed. The control scheme includes two sub-controllers. The first sub-controller, based on the distal supervised learning scheme, deals with the stationary CBHA´s behaviours; whereas the second based on adaptive control handles non-stationary behaviours. The experimental results obtained using the CBHA robot demonstrate the efficiency of the proposed approach.
Keywords :
adaptive control; learning (artificial intelligence); manipulator dynamics; neurocontrollers; position control; CBHA robot; adaptive control; compact bionic handling arm control; continuum manipulators; distal supervised learning scheme; neural networks; subcontrollers; tip position control;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2014.1136