Reactive parking control of nonholonomic vehicles via a fuzzy learning automaton

Citation
Gg. Rigatos et al., Reactive parking control of nonholonomic vehicles via a fuzzy learning automaton, IEE P-CONTR, 148(2), 2001, pp. 169-179
Citations number
24
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS
ISSN journal
13502379 → ACNP
Volume
148
Issue
2
Year of publication
2001
Pages
169 - 179
Database
ISI
SICI code
1350-2379(200103)148:2<169:RPCONV>2.0.ZU;2-8
Abstract
The paper presents an intelligent reactive controller, which is capable of performing automated parallel parking in a confined space slightly larger t han the dimensions of the vehicle. This controller combines the features of fuzzy logic control and sliding-mode control and is modelled as a fuzzy le arning, automaton. Starting with a brief exposition of the principles of re active learning; and learning automata, the concept of the reduced complexi ty sliding-mode fuzzy logic controller (RC-SMFLC), employed, is introduced. Then the solution of the parking problem via the, RC-SMFLC, along with the convergence analysis, is presented. Representative simulation results are provided that demonstrate the parking steps and the effectiveness of the pa rking controller.