Title :
Advanced fuzzy control of a trailer type mobile robot-stability analysis and model-based fuzzy control
Author_Institution :
Dept. of Mech. Syst. Eng., Kanazawa Univ., Japan
Abstract :
In a previous paper (see “A Robust Stabilization Problem of Fuzzy Controller Systems and Its Applications to Backing up Control of a Truck-Trailer”, IEEE Trans. on Fuzzy Systems, Vo1.2, no.2, p.119-34, 1994), we designed a control system for backing up a computer simulated trailer type mobile robot, which is non-linear and unstable, by applying a robust stabilization technique for fuzzy systems. Furthermore, we have shown that the designed fuzzy controller smoothly achieves backing up control of the computer simulated trailer type mobile robot from all initial positions. We control a real trailer type mobile robot by applying the design method proposed previously. The experimental results show that the designed fuzzy controller effectively realize backing up control of the real trailer type mobile robot
Keywords :
control system analysis computing; control system synthesis; digital simulation; fuzzy control; mobile robots; model reference adaptive control systems; robot dynamics; stability; advanced fuzzy control; backing up control; computer simulated trailer type mobile robot; model-based fuzzy control; robust stabilization technique; stability analysis; trailer type mobile robot; Application software; Computational modeling; Computer simulation; Control system synthesis; Design methodology; Fuzzy control; Fuzzy systems; Mobile robots; Nonlinear control systems; Robust control;
Conference_Titel :
Tools with Artificial Intelligence, 1994. Proceedings., Sixth International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-8186-6785-0
DOI :
10.1109/TAI.1994.346494