Integrative review of data sciences for driving smart mobility in intelligent transportation systems
As intelligent vehicles (IVs) continue to advance in fully connected environments, the
collection of data from various sources in intelligent transportation systems (ITSs) has …
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
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 …
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
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 …
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
In a road network, traffic congestion always exhibits strong spatiotemporal dependence on
its upstream links, even those distant from the congested area. Implementing optimal …
its upstream links, even those distant from the congested area. Implementing optimal …