Neural control of the movements of a wheelchair

Citation
L. Boquete et al., Neural control of the movements of a wheelchair, J INTEL ROB, 25(3), 1999, pp. 213-226
Citations number
10
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS
ISSN journal
09210296 → ACNP
Volume
25
Issue
3
Year of publication
1999
Pages
213 - 226
Database
ISI
SICI code
0921-0296(199907)25:3<213:NCOTMO>2.0.ZU;2-Y
Abstract
This paper studies the problem of controlling the movements of a handicappe d person's motorized wheelchair from a practical point of view. The control system implemented has been divided into two levels: the "low level", cons isting of an electronic system which directly controls the drivers of the c hair's motors, with a classic PID (proportional-integral-derivative) contro l loop. The aim of this level is to ensure that the speeds of each one of t he wheels is similar to the input speed of these control boards. The second control level ("high level"), implemented by means of neural techniques, e nsures that the linear and angular speeds of the wheelchair are those indic ated by a trajectory generator. A new recurrent model is used as the neural network, for which the stability conditions of the complete control system are obtained and various practical tests are carried out, which show the c orrect performance of the actual system implemented.