Urban network-wide traffic volume estimation under sparse deployment of detectors

J Xing, R Liu, Y Zhang, CF Choudhury… - … A: transport science, 2024 - Taylor & Francis
Sensing network-wide traffic information is fundamental for the sustainable development of
urban planning and traffic management. However, owing to the limited budgets or device …

Estimating link flows in road networks with synthetic trajectory data generation: Inverse reinforcement learning approach

M Zhong, J Kim, Z Zheng - IEEE Open Journal of Intelligent …, 2023 - ieeexplore.ieee.org
While traffic volume data from loop detectors have been the common data source for link
flow estimation, the detectors only cover a subset of links. These days, other data sources …

Tracking the source of congestion based on a probabilistic Sensor Flow Assignment Model

Q Cao, J Yuan, G Ren, Y Qi, D Li, Y Deng… - … Research Part C …, 2024 - Elsevier
Tracking the source of congestion, namely where the congested traffic flow comes from and
goes to, is a key prerequisite to understanding the causes of traffic congestion and facilitates …

Dynamic Origin-Destination Flow Imputation Using Feature-Based Transfer Learning

P Chen, Z Wang, B Zhou, G Yu - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Real-time and full-sample vehicle origin-destination (OD) information is essential for traffic
management and control in urban road network. However, the low coverage of automatic …

[HTML][HTML] Inbound traffic capture link-design problem independent of assumptions on users' route choices

R Sase, S Sugiura - EURO Journal on Transportation and Logistics, 2024 - Elsevier
In some traffic management situations, a cordon (a set of points at which traffic flows into a
given area) is set in a road network to establish a reference for the location of equipment to …

Traffic Parameters Estimation With Partial Vehicle Trajectories by the Iterative Partial Backpropagation Maximum Likelihood Estimation (IPB-MLE) Framework

K Du, S Wang, HK Lo - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
This study proposes a novel framework for traffic parameters estimation at signalized
intersections with partial vehicle trajectory data, namely the Iterative Partial Backpropagation …

A Multi-Path Signal Progression Model for Long Arterials: Grouping and Connection

C Wu, Q Cao, G Ren, Y Deng - Available at SSRN 4829768 - papers.ssrn.com
Traffic signal coordination plays an important role in the smooth and effective operation of
arterial systems. However, as the length of the arterial increases, two distinct challenges …