DocumentCode
1657818
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
fYear
2012
Firstpage
304
Lastpage
308
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Machine Vision in Practice (M2VIP), 2012 19th International Conference
Conference_Location
Auckland
Print_ISBN
978-1-4673-1643-9
Type
conf
Filename
6484605
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