Title :
A probabilistic fuzzy logic traffic signal control for an isolated intersection
Author :
Pham, C.V. ; Xu, W.L. ; Potgieter, Johannes ; Alam, F. ; Fang, F.C.
Author_Institution :
Sch. of Eng. & Adv. Technol., Massey Univ., Auckland, New Zealand
Abstract :
We propose a probabilistic fuzzy logic control (PFLC) of a signalized isolated intersection. Probabilistic fuzzy is used to improve the stochastic modeling capability and uncertainty The intersection is modeled and validated using Advanced Interactive Microscopic Simulator for Urban and Non-Urban Network version 6 (AIMSUN 6). The results obtained from the PFLC implementation are compared with the conventional actuated and traditional fuzzy logic controllers. The performance in terms of average delay of vehicles, the use of PFLC results in a better performance.
Keywords :
fuzzy control; probability; road traffic control; stochastic processes; AIMSUN 6; PFLC; advanced interactive microscopic simulator for urban and nonurban network version 6; fuzzy logic controller; probabilistic fuzzy logic traffic signal control; signalized isolated road intersection; stochastic modeling capability; vehicle delay; Delays; Detectors; Educational institutions; Fuzzy logic; Probabilistic logic; Uncertainty; Vehicles;
Conference_Titel :
Mechatronics and Machine Vision in Practice (M2VIP), 2012 19th International Conference
Conference_Location :
Auckland
Print_ISBN :
978-1-4673-1643-9