A comprehensive comparison study of four classical car-following models based on the large-scale naturalistic driving experiment

D Zhang, X Chen, J Wang, Y Wang, J Sun - Simulation Modelling Practice …, 2021 - Elsevier
Car-following (CF) is the most basic human driving behavior, which is the vital component of
traffic flow theories, traffic simulation, and traffic operation. Over the past decades, numerous …

A generative car-following model conditioned on driving styles

Y Zhang, X Chen, J Wang, Z Zheng, K Wu - Transportation research part C …, 2022 - Elsevier
Abstract Car-following (CF) modeling, an essential component in simulating human CF
behaviors, has attracted increasing research interest in the past decades. This paper pushes …

Analysis on effects of driving behavior on freeway traffic flow: A comparative evaluation of two driver profiles using two car-following models

S Goncu, IG Erdagi, MA Silgu… - 2022 IEEE Intelligent …, 2022 - ieeexplore.ieee.org
Car-following (CF) behavior is the most abstract form of driving action and, CF behavior
modeling has been one of the core aspects of traffic engineering studies for several …

A fuzzy logic-based multi-agent car-following model

H Hao, W Ma, H Xu - Transportation Research Part C: Emerging …, 2016 - Elsevier
Most existing analytical car-following models can simulate traffic flow realistically from some
aspects, such as stop-and-go, congestion, and nonlinear characteristics, but cannot predict …

Modeling car-following behavior on urban expressways in Shanghai: A naturalistic driving study

M Zhu, X Wang, A Tarko - Transportation research part C: emerging …, 2018 - Elsevier
Although car-following behavior is the core component of microscopic traffic simulation,
intelligent transportation systems, and advanced driver assistance systems, the adequacy of …

Incorporating human-factors in car-following models: a review of recent developments and research needs

M Saifuzzaman, Z Zheng - Transportation research part C: emerging …, 2014 - Elsevier
Over the past decades there has been a considerable development in the modeling of car-
following (CF) behavior as a result of research undertaken by both traffic engineers and …

[HTML][HTML] Investigating heterogeneous car-following behaviors of different vehicle types, traffic densities and road types

J Wang, Z Zhang, F Liu, G Lu - Transportation research interdisciplinary …, 2021 - Elsevier
For realistic traffic flow simulation and analysis, it is essential to discuss car-following
behaviors in detail, while most studies only concentrate on the heterogeneity according to …

Evaluation of car-following models using trajectory data from real traffic

J Zheng, K Suzuki, M Fujita - Procedia-Social and Behavioral Sciences, 2012 - Elsevier
In order to achieve a complete insight in the state-of-the-art of traffic modelling, several
typical car-following models are evaluated by using trajectory data from real traffic conditions …

Modeling car-following heterogeneities by considering leader–follower compositions and driving style differences

Z Sun, X Yao, Z Qin, P Zhang… - Transportation research …, 2021 - journals.sagepub.com
To better understand the behavioral heterogeneities of human-operated vehicles, the paper
proposes a method to distinguish car-following behaviors in specific leader–follower …

A Dynamic Transformation Car-Following Model for the Prediction of the Traffic Flow Oscillation

S Fang, L Yang, X Zhao, W Wang, Z Xu… - IEEE Intelligent …, 2023 - ieeexplore.ieee.org
Car-following (CF) behavior is a fundamental of traffic flow modeling; it can be used for the
virtual testing of connected and automated vehicles and the simulation of various types of …