Featured Application This research contributes to the development of a technological
method to obtain highly accurate vehicle trajectory data. The reconstructed trajectory data …

Abstract The Next Generation Simulation (NGSIM) vehicle trajectory dataset is a significant
public dataset in the field of transportation. However, the presence of outliers in the dataset …

Vehicle trajectories with high spatial and temporal resolution are known as the most ideal
source of data for developing innovative microscopic traffic models. Aside from the method …

Vehicle trajectory contains massive spatial-temporal information of traffic flow, which is of
great significance for the comprehensive deconstruction of urban traffic network. Vehicles …

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

Vehicle trajectory collection usually faces challenges such as inaccurate and incomplete
trajectory data, mainly due to missing trajectories caused by Global Navigation Satellite …

On‐board data of detected vehicles play a critical role in the management of urban road
traffic operation and the estimation of traffic status. Unfortunately, due to limitations of …

Vehicle trajectory records the vehicle location and time sequence, which is significant for the
travel state analysis and road accidents forecast. In order to repair the fault data of vehicle …

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 …

Vehicle path reconstruction plays an important role in transportation field, which helps
estimate traffic flow and predict traffic congestion, etc. However, existing methods resort to …