Integrative review of data sciences for driving smart mobility in intelligent transportation systems

K Jalil, Y Xia, Q Chen, MN Zahid, T Manzoor… - Computers and Electrical …, 2024 - Elsevier
As intelligent vehicles (IVs) continue to advance in fully connected environments, the
collection of data from various sources in intelligent transportation systems (ITSs) has …

Perimeter Control-Based Coordinated Ramp Metering with Linked Queue Management for Freeway Networks

Z He, Y Han, W Guo, Y Ji, P Liu - Transportation Research …, 2024 - journals.sagepub.com
This paper proposes a macroscopic fundamental diagram (MFD)-based perimeter control
approach for coordinated ramp metering, aiming to minimize the total time spent (TTS) of a …

A Deep Reinforcement Learning Based Ramp Metering Control Method Considering Ramp Outflow

J Cheng, C Ye, N Wang, Y Yao, H Zhao, X Dai… - IFAC-PapersOnLine, 2024 - Elsevier
Ramp metering is an effective measure to address highway traffic congestion, but traditional
methods often struggle with peak periods and extreme scenarios like traffic accidents. This …

Traffic Congestion Source Back-Tracing Framework for Urban Road Networks Using Traffic Volume Data

Y Yang, J Zhu, C Zhang, X Yang - Available at SSRN 4973028 - papers.ssrn.com
In a road network, traffic congestion always exhibits strong spatiotemporal dependence on
its upstream links, even those distant from the congested area. Implementing optimal …