Simulation of safety: A review of the state of the art in road safety simulation modelling
Recent decades have seen considerable growth in computer capabilities, data collection
technology and communication mediums. This growth has had considerable impact on our …
technology and communication mediums. This growth has had considerable impact on our …
Analysis of recurrent neural networks for probabilistic modeling of driver behavior
J Morton, TA Wheeler… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The validity of any traffic simulation model depends on its ability to generate representative
driver acceleration profiles. This paper studies the effectiveness of recurrent neural networks …
driver acceleration profiles. This paper studies the effectiveness of recurrent neural networks …
Modelling instantaneous traffic emission and the influence of traffic speed limits
This paper considers the effect of active speed management on traffic-induced emissions. In
particular, the traffic emissions caused by acceleration and deceleration of vehicles are …
particular, the traffic emissions caused by acceleration and deceleration of vehicles are …
Combining speed and acceleration to define car users' safe or unsafe driving behaviour
L Eboli, G Mazzulla, G Pungillo - Transportation research part C: emerging …, 2016 - Elsevier
Speed and acceleration describe the motion of a vehicle. Therefore, these parameters are
fundamental to define the behaviour of a driver. To this aim, it is useful to analyse …
fundamental to define the behaviour of a driver. To this aim, it is useful to analyse …
Driving style analysis using data mining techniques
This paper investigates the modeling of the personal driving style of various vehicle drivers
based on several driving parameters. The purpose of such an endeavor is to classify the …
based on several driving parameters. The purpose of such an endeavor is to classify the …
Driver models in automobile dynamics application
M Plöchl, J Edelmann - Vehicle system dynamics, 2007 - Taylor & Francis
Understanding the driver of an automobile has been attractive to researchers from many
different disciplines for more than half a century. On the basis of their acquirements, models …
different disciplines for more than half a century. On the basis of their acquirements, models …
Comparison of parametric and non-parametric approaches for vehicle speed prediction
S Lefèvre, C Sun, R Bajcsy… - 2014 American Control …, 2014 - ieeexplore.ieee.org
Predicting the future speed of the ego-vehicle is a necessary component of many Intelligent
Transportation Systems (ITS) applications, in particular for safety and energy management …
Transportation Systems (ITS) applications, in particular for safety and energy management …
Driver behaviour, dilemma zone and safety effects at urban signalised intersections in Greece
P Papaioannou - Accident Analysis & Prevention, 2007 - Elsevier
Driving behaviour at signalised intersections is one of the main factors contributing to the
safety level of such entities. This behaviour, with respect to yellow signal obedience or …
safety level of such entities. This behaviour, with respect to yellow signal obedience or …
Assessing the potential impacts of connected vehicles: mobility, environmental, and safety perspectives
The connected vehicle is a rapidly emerging paradigm aimed at deploying and developing a
fully connected transportation system that enables data exchange among vehicles …
fully connected transportation system that enables data exchange among vehicles …
Combined impact of road and traffic characteristic on driver behavior using smartphone sensor data
The objective of this research is to exploit high resolution driving behavior data collected via
sensors of smartphones from 303 drivers in order to examine driver behavior at road …
sensors of smartphones from 303 drivers in order to examine driver behavior at road …