Fuzzy discrete event supervisory control capable of temporal reasoning in urban traffic management
Morteza Khademi, T. Akbarzadeh, R. Mohammad, Ali Akramizadeh · 2004
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. Spccifically, 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 thc effectiveness of the proposed method.