[HTML][HTML] Identifying suitable car-following models to simulate automated vehicles on highways

B Kim, KP Heaslip - International journal of transportation science and …, 2023 - Elsevier
This study addresses car-following models that are currently used for simulating AV and
CAV. Diverse car-following models, Intelligent Driver Model (IDM), Improved IDM (IIDM) …

Multiple-factors aware car-following model for connected and autonomous vehicles

H Ma, H Wu, Y Hu, Z Chen… - Transportation research …, 2022 - journals.sagepub.com
The emergence of connected and autonomous vehicles (CAV) is of great significance to the
development of transportation systems. This paper proposes a multiple-factors aware car …

[HTML][HTML] A data-driven car-following model based on the random forest

H Shi, T Wang, F Zhong, H Wang, J Han… - World Journal of …, 2021 - scirp.org
The car-following models are the research basis of traffic flow theory and microscopic traffic
simulation. Among the previous work, the theory-driven models are dominant, while the data …

Car-following characteristics of commercially available adaptive cruise control systems and comparison with human drivers

Y Ye, J Sun, J Sun - Transportation research record, 2023 - journals.sagepub.com
Adaptive cruise control (ACC) system, as one of the most fundamental modules of
automated vehicles, is widely used in commercially available vehicles. It inevitably …

Calibrating car-following models on urban streets using naturalistic driving data

L He, X Wang - Journal of transportation engineering, Part A …, 2023 - ascelibrary.org
Car-following models serve an important role in gaining a thorough understanding of traffic
flow and driving behavior characteristics. By analyzing these characteristics, the models are …

A novel asymmetric car following model for driver-assist enabled vehicle dynamics

M Shang, B Rosenblad, R Stern - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Adaptive cruise control (ACC) vehicles are proving to be the first generation of driver-assist
enabled vehicles. In order to study the impacts of ACC vehicles on string stability and traffic …

Modeling adaptive cruise control vehicles from experimental data: model comparison

G Gunter, R Stern, DB Work - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
This article uses experimentally collected car following data from seven different
commercially available adaptive cruise control (ACC) vehicles to calibrate microscopic …

Evaluation of the general motors based car-following models and a proposed fuzzy inference model

P Chakroborty, S Kikuchi - Transportation Research Part C: Emerging …, 1999 - Elsevier
This paper evaluates the properties of the General Motors (GM) based car-following models,
identifies their characteristics, and proposes a fuzzy inference logic based model that can …

[HTML][HTML] About calibration of car-following dynamics of automated and human-driven vehicles: Methodology, guidelines and codes

V Punzo, Z Zheng, M Montanino - Transportation Research Part C …, 2021 - Elsevier
A comprehensive literature review reveals that there exist lots of ambiguities, confusion and
even contradictions in setting a car-following calibration problem. In particular, confusion …

An extended car-following model considering generalized preceding vehicles in v2x environment

J Han, J Zhang, X Wang, Y Liu, Q Wang, F Zhong - Future Internet, 2020 - mdpi.com
Vehicle-to-everything (V2X) technology will significantly enhance the information perception
ability of drivers and assist them in optimizing car-following behavior. Utilizing V2X …