Macroscopic traffic flow modelling of large-scale freeway networks with field data verification: State-of-the-art review, benchmarking framework, and case studies using …

Y Wang, X Yu, J Guo, I Papamichail… - … Research Part C …, 2022 - Elsevier
Macroscopic traffic flow models are of paramount importance to traffic surveillance and
control. Before their employments in applications, the models need to be calibrated and …

Fitting empirical fundamental diagrams of road traffic: A comprehensive review and comparison of models using an extensive data set

DM Bramich, M Menendez… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Understanding the inter-relationships between traffic flow, density, and speed through the
study of the fundamental diagram of road traffic is critical for traffic modelling and …

An s-shaped three-parameter (S3) traffic stream model with consistent car following relationship

Q Cheng, Z Liu, Y Lin, XS Zhou - Transportation Research Part B …, 2021 - Elsevier
In this study, a new s-shaped three-parameter (S3) traffic flow model is proposed to
represent the relationships between three fundamental variables (ie, flow, speed, and …

Modeling the fundamental diagram of mixed human-driven and connected automated vehicles

J Zhou, F Zhu - Transportation research part C: emerging technologies, 2020 - Elsevier
Traffic flow fundamental diagram (FD) is viewed as the basis of traffic flow theory and has
various applications in transportation. However, the fundamental diagram of mixed human …

Optimal transport networks in spatial equilibrium

PD Fajgelbaum, E Schaal - Econometrica, 2020 - Wiley Online Library
We study optimal transport networks in spatial equilibrium. We develop a framework
consisting of a neoclassical trade model with labor mobility in which locations are arranged …

On the stochastic fundamental diagram for freeway traffic: Model development, analytical properties, validation, and extensive applications

X Qu, J Zhang, S Wang - Transportation research part B: methodological, 2017 - Elsevier
In this research, we apply a new calibration approach to generate stochastic traffic flow
fundamental diagrams. We first prove that the percentile based fundamental diagrams are …

On the fundamental diagram for freeway traffic: A novel calibration approach for single-regime models

X Qu, S Wang, J Zhang - Transportation Research Part B: Methodological, 2015 - Elsevier
The speed-density or flow-density relationship has been considered as the foundation of
traffic flow theory. Existing single-regime models calibrated by the least square method …

LSTM-based intrusion detection system for VANETs: A time series classification approach to false message detection

Y Yu, X Zeng, X Xue, J Ma - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
In vehicular ad hoc networks (VANETs), vehicles broadcast emergency messages and
beacon messages, which enable drivers to perceive traffic conditions beyond their visual …

Analytical formulation for explaining the variations in traffic states: A fundamental diagram modeling perspective with stochastic parameters

Q Cheng, Y Lin, XS Zhou, Z Liu - European Journal of Operational …, 2024 - Elsevier
Despite the simplicity and practicality of (deterministic) fundamental diagram models in
highway traffic flow theory, the wide scattering effect observed in empirical data remains …

[图书][B] Traffic flow theory: Characteristics, experimental methods, and numerical techniques

D Ni - 2015 - books.google.com
Creating Traffic Models is a challenging task because some of their interactions and system
components are difficult to adequately express in a mathematical form. Traffic Flow Theory …