Traffic energy consumption estimation is significant for the sustainable transportation.
However, it is difficult to directly employ macro traffic flow data to accurately estimate the …

Vehicle trajectories can provide a clear picture of the traffic flow that plays a pivotal role in
traffic management and control. Two types of traffic sensors, ie, fixed and mobile sensors …

Vehicle trajectories can provide a clear picture of traffic flow, which facilitates traffic state
estimation and signal control optimization at intersections. Connected and Automated …

Reconstructing vehicle trajectories is an essential step in obtaining high-precision vehicle
trajectory data owing to observation errors. Although considerable efforts have been made …

Vehicular trajectory data collected by connected automated vehicles (CAVs) is minimal due
to the low penetration rates (PRs) of CAVs, and fail to capture the characteristics of traffic …

Identifying traffic bottlenecks is a prerequisite to alleviate traffic congestion in urban
networks. However, the state-of-the-art methods for bottleneck identification stay at the …

Determining the trajectories of all vehicles on freeways is a challenging yet critical topic as
trajectories reflect the characteristics of traffic flow and serve as a good basis for traffic …

High-resolution trajectory data from the intersection shared space (ISS) is an ideal resource
for testing autonomous driving and studying microscopic traffic flow theory in urban road …

Trajectory estimation is essential for obtaining a complete picture of traffic flow with limited
and continuously detected traffic data, which are helpful in evaluating transportation …

Signalized intersections are the bottleneck of urban traffic network and often lead to traffic
congestion and increased traffic emissions. Studying and analyzing the spatiotemporal …