Network-scale traffic prediction via knowledge transfer and regional MFD analysis

J Li, N Xie, K Zhang, F Guo, S Hu, XM Chen - Transportation research part …, 2022 - Elsevier
Network traffic flow prediction on a fine-grained spatio-temporal scale is essential for
intelligent transportation systems, and extensive studies have been carried out in this area …

Improving the performance of single-intersection urban traffic networks based on a model predictive controller

S Jafari, Z Shahbazi, YC Byun - Sustainability, 2021 - mdpi.com
The use of a Model Predictive Controller (MPC) in an urban traffic network allows for
controlling the infrastructure of a traffic network and errors in its operations. In this research …

A value proposition of cooperative bus-holding transit signal priority strategy in connected and automated vehicles environment

A Abdelhalim, M Abbas - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
In this study, we assess a cooperative bus-holding transit signal priority strategy (C-BHTSP)
in a connected and automated vehicles (CAV) environment. The research objectives of this …

A Taxonomy of Adaptive Traffic Signal Control

A Shams, AM Emtenan, CM Day - arXiv preprint arXiv:2308.01952, 2023 - arxiv.org
Research on adaptive traffic signal control (ATSC) extends back to at least the 1960s, and
many ATSC methods have been proposed over the years. This paper provides a review of …

Single Intersection MPC Traffic Signal Control in Presence of Automated Vehicles

F Liberati, M Donsante… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This article presents a model predictive control (MPC) approach for the management of
traffic lights (TLs) at a single road intersection. The proposed controller incorporates a …

[PDF][PDF] Extension and Validation of NEMA-Style Dual-Ring Controller in SUMO

M Schrader, Q Wang, J Bittle - Proceedings of the SUMO Conference …, 2022 - academia.edu
Until recently, SUMO users could not model the behavior of a ring-and-barrier traffic signal
via existing signal types, which left North American SUMO users without the direct ability to …

Modified Model Predictive Control for Coordinated Signals along an Arterial under Relaxing Assumptions

K Zhang, H Xu, B Pan, Q Zheng… - Journal of Advanced …, 2024 - Wiley Online Library
This paper proposes modified model predictive control (MMPC) for coordinated signals,
aiming to enhance a model's fidelity to the realistic traffic environment by relaxing typical …

Simulation Evaluation of a Large-Scale Implementation of Virtual-Phase Link–Based Model Predictive Control

A Shams, Q Wang, J Ugirumurera… - … Engineering, Part A …, 2024 - ascelibrary.org
Traffic congestion is a serious problem in the US, and traffic signal control is one of the
effective solutions to congestion. Previous research on model predictive control (MPC) …

Model predictive control of a road junction

F Liberati - Smart Cities, 2020 - mdpi.com
This paper presents a model predictive control (MPC) approach for optimally managing the
traffic light (TL) signals at a road junction. The objective is to improve queue balancing …

Deploying a model predictive traffic signal control algorithm-a field deployment experiment case study

Q Wang, J Severino, H Sorensen… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
This paper presents a field deployment experiment of a real-time traffic signal control
algorithm. We implemented the model predictive control (MPC) algorithm based on the …