Title :
A fuzzy behavior based microscopic traffic model
Author :
Tavallaei, M.A. ; Khanmohammadi, S. ; Hasanzadeh, I.
Author_Institution :
Control Eng. Dept., Univ. of Tabriz, Tabriz
Abstract :
This paper deals with the problem of a human behavior based Microscopic Traffic Model. In this work, a fuzzified two point model is implemented for modeling the low level control behavior and a Fuzzy Multi Criteria Decision Making is implemented for modeling the high level control actions of the driver. As a result, different influential parameters such as the driver´s age, mood, sex, etc. may be easily implemented in to the model and therefore guarantee a more natural outcome. This model can be used in automatically guided vehicles as a reference for natural driver behavior of individuals. The simulation results illustrate and verify the validity of the model.
Keywords :
behavioural sciences; decision making; fuzzy control; operations research; road traffic; road vehicles; automatically guided vehicles; fuzzy behavior; fuzzy multi criteria decision making; human behavior; low level control behavior; microscopic traffic model; Decision making; Fuzzy control; Fuzzy logic; Fuzzy systems; Hidden Markov models; Humans; Level control; Microscopy; Mood; Traffic control; Cognitive Architecture; Fuzzy Inference Systems; Fuzzy Multi Criteria Decision Making; Microscopic Traffic Model;
Conference_Titel :
Mechatronics and Its Applications, 2008. ISMA 2008. 5th International Symposium on
Conference_Location :
Amman
Print_ISBN :
978-1-4244-2033-9
Electronic_ISBN :
978-1-4244-2034-6
DOI :
10.1109/ISMA.2008.4648850