FUZZY CONTROLLER AND OBSERVER DESIGN FOR BACKING CONTROL OF A TRAILER-TRUCK

Citation
K. Tanaka et al., FUZZY CONTROLLER AND OBSERVER DESIGN FOR BACKING CONTROL OF A TRAILER-TRUCK, Engineering applications of artificial intelligence, 10(5), 1997, pp. 441-452
Citations number
18
ISSN journal
09521976
Volume
10
Issue
5
Year of publication
1997
Pages
441 - 452
Database
ISI
SICI code
0952-1976(1997)10:5<441:FCAODF>2.0.ZU;2-A
Abstract
This paper presents a fuzzy controller and observer design for backwar d movement control of a trailer-truck A nonlinear dynamic model of the trailer-truck is represented by a Takagi-Sugeno fuzzy model. The conc ept of parallel distributed compensation is employed to design a fuzzy controller and a fuzzy observer from the Takagi-Sugeno fuzzy model of the trailer-truck. Stability conditions of the fuzzy control system a re derived, using the Lyapunov approach. It is shown that the stabilit y conditions are characterized in terms of linear matrix inequalities (LMIs). Stability of the overall fuzzy control system, including a fuz zy controller and a fuzzy observer is guaranteed by using a convex opt imization technique based on LMIs. Simulation and experimental results show that the fuzzy controller and the fuzzy observer effectively ach ieve backward movement control of the trailer-truck. (C) 1997 Publishe d by Elsevier Science Ltd. All rights reserved.