Memory, attention and prediction: a deep learning architecture for car-following

Y Wu, H Tan, X Chen, B Ran - Transportmetrica B: Transport …, 2019 - Taylor & Francis
Car-following (CF) models are an appealing research area because they fundamentally
describe the longitudinal interactions of vehicles and contribute substantially to an …

[HTML][HTML] Macroscopic modeling of connected, autonomous and human-driven vehicles: A pragmatic perspective

W Imran, T Tettamanti, B Varga, GN Bifulco… - Transportation research …, 2024 - Elsevier
Several interdisciplinary studies have investigated the impact of Connected and
Autonomous Vehicles (CAVs) on the performance of traffic networks, which expect positive …

Including heavy vehicles in a car‐following model: modelling, calibrating and validating

K Aghabayk, M Sarvi, W Young - Journal of Advanced …, 2016 - Wiley Online Library
Heavy vehicles influence general traffic in many different ways compared with passenger
vehicles, and this may result in different levels of traffic instability. Increases in the number …

Investigation of car-following models in disordered traffic using trajectory data obtained from unmanned aerial vehicles

M Kashyap NR, K Sivagnanasundaram… - Transportation …, 2023 - Taylor & Francis
Car-following models are the cornerstones of microscopic traffic simulation tools and
intelligent transportation systems, but the applicability of car-following models to disordered …

Modelling heavy vehicle car‐following behaviour in congested traffic conditions

K Aghabayk, M Sarvi, N Forouzideh… - Journal of advanced …, 2014 - Wiley Online Library
This study develops a car‐following model in which heavy vehicle behaviour is predicted
separately from passenger car. Heavy vehicles have different characteristics and …

Enhanced cooperative car-following traffic model with the combination of V2V and V2I communication

D Jia, D Ngoduy - Transportation Research Part B: Methodological, 2016 - Elsevier
Abstract Vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) communication are
emerging components of intelligent transport systems (ITS) based on which vehicles can …

Capability of current car-following models to reproduce vehicle free-flow acceleration dynamics

B Ciuffo, M Makridis, T Toledo… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Microscopic traffic simulation models are widely used to assess the impact of measures and
technologies on the road transportation system. The assessment usually involves several …

An enhanced Rakha-Pasumarthy-Adjerid Car-following model accounting for driver behavior

K Fadhloun, H Rakha, A Abdelkefi, A Loulizi - 2017 - trid.trb.org
The biggest challenge facing traffic engineering researchers is how to account for human
behavior, a non-physical parameter, in transportation modeling. In fact, a major drawback of …

Driver heterogeneity in car following and its impact on modeling traffic dynamics

S Ossen, SP Hoogendoorn - Transportation Research …, 2007 - journals.sagepub.com
A dedicated trajectory data collection method using a helicopter enabled a range of in-depth
empirical studies of car-following behavior. These studies found a high degree of …

A vehicle type dependent car-following model based on naturalistic driving study

P Wu, F Gao, K Li - Electronics, 2019 - mdpi.com
In this paper, a car-following model considering the preceding vehicle type is proposed to
describe the longitudinal driving behavior closer to reality. Based on the naturalistic driving …