DocumentCode :
3482679
Title :
Fuzzy discrete event supervisory control capable of temporal reasoning in urban traffic management
Author :
Akramizadeh, A. ; Mohammad, R. ; Akbarzadeh, T. ; Khademi, Maryam
Author_Institution :
Dept. of Electr. Eng., Ferdowsi Univ. of Mashhad
Volume :
2
fYear :
2004
fDate :
1-3 Dec. 2004
Firstpage :
1357
Lastpage :
1361
Abstract :
In this paper, a discrete event fuzzy based supervisory controller is applied to an urban traffic control problem also modeled from a discrete event perspective via state flow formalism. Time varying nature of intersections, involvement of human behavior in the system and distributed nature of the problem at large makes the urban traffic control a challenging problem. Specifically, because of this distributed time varying nature, it is important for the decision making paradigm to consider historical values of the linguistic variables as well as their current values. Hence, we establish a novel fuzzy system which imposes green time event based on future-based temporal fuzzy rules, which has a great effect on coordination among intersections. Simulation results present the effectiveness of the proposed method
Keywords :
SCADA systems; discrete event simulation; fuzzy control; fuzzy systems; road traffic; temporal reasoning; time-varying systems; traffic control; decision making paradigm; discrete event fuzzy based supervisory controller; distributed time varying intersection; fuzzy discrete event supervisory control; fuzzy system; green time event; intersection coordination; linguistic variable; state flow formalism; temporal fuzzy rules; temporal reasoning; urban traffic control problem; urban traffic management; Artificial intelligence; Communication system traffic control; Decision making; Fuzzy control; Fuzzy reasoning; Fuzzy systems; Humans; Mathematical model; Supervisory control; Traffic control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cybernetics and Intelligent Systems, 2004 IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
0-7803-8643-4
Type :
conf
DOI :
10.1109/ICCIS.2004.1460790
Filename :
1460790
Link To Document :
بازگشت