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Adaptive Car Following Model [PDF]

open access: yesStrojnícky časopis - Journal of Mechanical Engineering, 2018
Abstract The vehicle dynamics was a very lot developed in the last twenty years. There is a huge gap in the different vehicle models in this field. Researchers need accurate the car following models because of it. There are several mathematical model, which describe the dynamics and the motion of individual vehicles. This models based
openaire   +2 more sources

Near-Collision Dynamics in a Noisy Car-Following Model

open access: yesSIAM Journal on Applied Mathematics, 2022
We consider a small stochastic perturbation of an optimal velocity car-following model. We give a detailed analysis of behavior near the collision singularity. We show that collision is impossible in a simplified model without noise, and then we show that collision is asymptotically unlikely over large time intervals in presence of small noise, with ...
Hossein Nick Zinat Matin   +1 more
openaire   +3 more sources

CALIBRATION OF CAR-FOLLOWING MODELS WITH SINGLE- AND MULTI-STEP APPROACHES

open access: yes, 2012
Microscopic traffic simulation models are applied in the analysis of transportation systems for years. Nevertheless, calibration (and validation) of microscopic sub-models such as car-following and gap-acceptance models is still a recent matter.
Ronald Nippold   +3 more
core   +1 more source

Learning Car-Following Behaviors for a Connected Automated Vehicle System: An Improved Sequence-to-Sequence Deep Learning Model

open access: yesIEEE Access, 2023
Data-driven car-following modeling is of great significance to traffic behavior analysis and the development of connected automated vehicle (CAV) technology. The existing researches focus on reproducing the car-following process by capturing the behavior
Wenqi Lu   +4 more
doaj   +1 more source

Supplementary data of the report: Representing the Car-Following Behaviour of Adaptive Cruise Control (ACC) Systems Using Parametric Car-Following Models

open access: yes, 2018
The scripts provided in this dataset are used to process and analyse the data from the SAE-L2 platoontest day. They are part of the performed analysis in the report: "Representing the Car-Following Behaviour of Adaptive Cruise Control (ACC) Systems Using
Blauw, M.H. (Mathieu)
core   +1 more source

Calibrating Car-Following Models Using SUMO-in-the-Loop and Vehicle Trajectories From Roadside Radar

open access: yesSUMO Conference Proceedings
This paper presents an innovative calibration method for car-following (CF) models in the Simulation of Urban MObility (SUMO) using real-world trajectory data from a 1.5 km signalized urban corridor, captured by roadside radars.
Maxwell Schrader   +3 more
doaj   +1 more source

A review on following behavioral models: Regular to connected autonomous vehicle heterogeneity

open access: yesIATSS Research
Following behavior, an integral part of driving, is vital in describing the longitudinal interaction among vehicles. The traffic composition of the stream influences the following behavior.
Nazmul Haque   +3 more
doaj   +1 more source

Modeling Driver Behavior in Road Traffic Simulation

open access: yesSensors, 2022
Driver behavior models are an important part of road traffic simulation modeling. They encompass characteristics such as mood, fatigue, and response to distracting conditions.
Teodora Mecheva   +2 more
doaj   +1 more source

Incorporating risk taking and driver errors in car-following models

open access: yes, 2016
This thesis investigated the effect of human factors on car-following behavior and developed a novel methodology to incorporate those in car-following models.
Saifuzzaman, Mohammad
core   +1 more source

A Model of Car-Following Behavior at Sags

open access: yes, 2014
Sags are bottlenecks in freeway networks. The main reason is that the increase in slope has a negative effect on vehicle acceleration, which results in local changes in car-following behavior that reduce traffic flow capacity. Existing car-following models are not able to reproduce the acceleration behavior of drivers at sags and the resulting traffic ...
Goni Ros, B. (author)   +4 more
openaire   +3 more sources

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