A fuzzy-logic approach based on driver decision-making behavior modeling and simulation

AIM Almadi, RE Al Mamlook, Y Almarhabi, I Ullah… - Sustainability, 2022 - mdpi.com
The present study proposes a decision-making model based on different models of driver
behavior, aiming to ensure integration between road safety and crash reduction based on …

[PDF][PDF] Driver's behavior modeling using fuzzy logic

S Ghaemi, S Khanmohammadi… - Mathematical Problems in …, 2010 - emis.icm.edu.pl
In this study, we propose a hierarchical fuzzy system for human in a driver-vehicle-
environment system to model takeover by different drivers. The driver's behavior is affected …

Influence of adverse weather on drivers' perceived risk during car following based on driving simulations

C Chen, X Zhao, H Liu, G Ren, X Liu - Journal of modern transportation, 2019 - Springer
Adverse weather has a considerable impact on the behavior of drivers, which puts vehicles
and drivers in hazardous situations that can easily cause traffic accidents. This research …

Structural equations modelling of drivers' speed selection using environmental, driver, and risk factors

R Sadia, S Bekhor, A Polus - Accident Analysis & Prevention, 2018 - Elsevier
Drivers' speed has significant implications on road users' safety in general, and particularly
so if a crash occurs. This paper explores the influence of environmental and road …

Modeling drivers' speed selection as a trade-off behavior

AP Tarko - Accident Analysis & Prevention, 2009 - Elsevier
This paper proposes a new model of driver-preferred speeds derived from the assumption
that drivers trade-off a portion of their safety for a time gain. The risk of receiving a ticket for …

Modelling driver choices towards accident risk reduction

G Yannis, A Kanellopoulou, K Aggeloussi… - Safety science, 2005 - Elsevier
This research deals with the identification of the driver behavioural parameters that influence
his choices in order to reduce the accident risk. In this context, a questionnaire-based survey …

Driver's intention identification with the involvement of emotional factors in two-lane roads

X Wang, Y Guo, C Bai, Q Yuan, S Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Driver's emotion is a psychological reaction to environmental stimulus. Driver intention is an
internal state of mind, which directs the actions in the next moment during driving. Emotions …

Prediction of crash severity on two-lane, two-way roads based on fuzzy classification and regression tree using geospatial analysis

M Effati, MA Rajabi, F Hakimpour… - Journal of Computing in …, 2015 - ascelibrary.org
Mitigating crash severity on regional transportation roadways is an important concern in
road safety research. This paper presents a comprehensive geospatial approach based on …

Parametric ordinal logistic regression and non-parametric decision tree approaches for assessing the impact of weather conditions on driver speed selection using …

A Ghasemzadeh, BE Hammit… - Transportation …, 2018 - journals.sagepub.com
The impact of adverse weather conditions on transportation operation and safety is the focus
of many studies; however, comprehensive research detailing the differences in driving …

Using a multi-user driving simulator system to explore the patterns of vehicle fleet rear-end collisions occurrence under different foggy conditions and speed limits

Y Huang, X Yan, X Li, J Yang - … research part F: traffic psychology and …, 2020 - Elsevier
Vehicle fleet rear-end collisions (FRECs) are an extremely fatal type of traffic collisions on
freeway and they usually occur in foggy weather. This study aimed to explore the patterns of …