Title :
Robust control of magnetic guidance lightweight AGVs path tracking using randomization methods
Author :
Madaschi, M.G. ; Gryazina, E. ; Cologni, A.L. ; Spelta, Cristiano ; Previdi, F. ; Savaresi, Sergio M. ; Pesenti, I.
Author_Institution :
Dipt. di Ing., Univ. di Bergamo Dalmine, Bergamo, Italy
Abstract :
In this paper, a state space dynamical model for the differential drive path tracking system of an AGV (Automated Guided Vehicle) is developed. In order to guarantee desirable control specifications for a wide range of possible masses (50 <; M <; 1000kg), the payload mass is considered as uncertainty in the model. Robust stability domain in the controller parameter space via randomization technique is analysed. Two sets of controller parameters are selected and experimentally tested on a commercial vehicle, showing performances in agreement with the analysis.
Keywords :
mobile robots; path planning; robust control; automated guided vehicle; control specifications; controller parameter space; differential drive path tracking system; magnetic guidance lightweight AGVs path tracking; randomization methods; randomization technique; robust control; robust stability domain; state space dynamical model; Aerospace electronics; Friction; Robust stability; Stability analysis; Transient analysis; Vehicles; Wheels;
Conference_Titel :
Control Conference (ECC), 2013 European
Conference_Location :
Zurich