Network-scale traffic prediction via knowledge transfer and regional MFD analysis
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 …
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
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 …
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 …
in a connected and automated vehicles (CAV) environment. The research objectives of this …
A Taxonomy of Adaptive Traffic Signal Control
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 …
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 …
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
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 …
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 …
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
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) …
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 …
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 …
algorithm. We implemented the model predictive control (MPC) algorithm based on the …