Discrete macroscopic traffic flow model considering the lane-changing behaviors in the mixed traffic environment

Y Zhang, XT Yang - Transportation Research Part C: Emerging …, 2024 - Elsevier
In the foreseeable future, the coexistence of Connected and Automated Vehicles (CAVs)
and Human-Driven Vehicles (HVs) will continue to be a feature of the traffic landscape for an …

[HTML][HTML] Research progress on car-following models

Y Long-hai, Z Chun, C Xiao-yun, LI Shuai… - 交通运输工程 …, 2019 - transport.chd.edu.cn
The researches on the car-following models in the past 70 years were reviewed. According
to the modeling methods, car-following models were divided into two types: theory-driven …

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 …

Theory-data dual driven car following model in traffic flow mixed of AVs and HDVs

Z Yu, J Zhao, R Jiang, J Shen, D Wu… - … Research Part C …, 2024 - Elsevier
To model the car following (CF) behavior of mixed traffic flow composed of autonomous
vehicles (AVs) and human-driving vehicles (HDVs) in the future, this paper calibrated the …

Revealing the impact of stochastic driving characteristics on car-following behavior with locally collected vehicle trajectory data

L Li, S Li, J Gan, X Qu, B Ran - Transportmetrica B: transport …, 2024 - Taylor & Francis
This study investigates the impact of Chinese drivers' stochastic behaviour on local car-
following situations using localized trajectory data. An extended stochastic car-following …

Simultaneous modeling of car-following and lane-changing behaviors using deep learning

X Zhang, J Sun, X Qi, J Sun - Transportation research part C: emerging …, 2019 - Elsevier
Car-following (CF) and lane-changing (LC) behaviors are two basic movements in traffic
flow which are generally modeled separately in the literature, and thus the interaction …

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 …

[引用][C] Review and outlook of modeling of car following behavior

DH Wang, S Jin - … Xuebao(China Journal of Highway and …, 2012 - Xi'an Highway University

Car-following behavior in traffic having mixed vehicle-types

T Mathew, K Ravishankar - Transportation Letters, 2011 - Taylor & Francis
Car-following models replicate the behavior of a driver following another vehicle and are
widely used in the development of traffic simulation tools. In this study, the performance of …

Large car-following data based on lyft level-5 open dataset: Following autonomous vehicles vs. human-driven vehicles

G Li, Y Jiao, VL Knoop, SC Calvert… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
Car-Following (CF), as a fundamental driving behaviour, has significant influences on the
safety and efficiency of traffic flow. Investigating how human drivers react differently when …