DocumentCode
3057187
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
fYear
2008
fDate
27-29 May 2008
Firstpage
1
Lastpage
6
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ISMA.2008.4648850
Filename
4648850
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