Title :
A general architecture for decentralized supervisory control of Fuzzy Discrete Event Systems
Author :
Jayasiri, Awantha ; Mann, George K. I. ; Cosine, R.G.
Author_Institution :
Fac. of Eng. & Appl. Sci., Memorial Univ. of Newfoundland, St. John´s, NL, Canada
Abstract :
In this paper, a general decentralized supervisory control architecture of Fuzzy Discrete Event Systems (FDES) is established. The proposed architecture is capable of fusing the decisions of each local supervisor using both union and intersection of the enabled degrees of the active fuzzy events. Moreover, the proposed architecture is implemented in both simulation and real-time for behavior coordination of a decentralized multi robot system, employed in a cooperative object manipulation task. A performance evaluation is carried out to compare the performance of the proposed approach against the centralized FDES and decentralized crisp Discrete Event Systems (DES) based supervisory control architectures.
Keywords :
decentralised control; discrete event systems; fuzzy systems; multi-robot systems; DES based supervisory control architecture; active fuzzy events; behavior coordination; centralized FDES; cooperative object manipulation task; decentralized crisp discrete event systems; decentralized multirobot system; fuzzy discrete event systems; general architecture; general decentralized supervisory control architecture; local supervisor; performance evaluation; Computer architecture; Discrete event systems; Distributed control; Observability; Robot kinematics; Supervisory control;
Conference_Titel :
American Control Conference (ACC), 2012
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4577-1095-7
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2012.6315230