Personalized vehicle trajectory prediction based on joint time-series modeling for connected vehicles

Y Xing, C Lv, D Cao - IEEE Transactions on Vehicular …, 2019 - ieeexplore.ieee.org
… Therefore, in this study, a personalized future trajectory prediction is developed to enhance
the scene understanding capability for the connected vehicles. The contribution of this study …

Vehicle trajectory prediction and cut-in collision warning model in a connected vehicle environment

N Lyu, J Wen, Z Duan, C Wu - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
… set of high resolution driving data from a real-world connected vehicle testbed. Wali et al. [14] …
This research showed a significant improvement made by connected vehicle technologies …

Interaction-aware trajectory prediction of connected vehicles using CNN-LSTM networks

X Mo, Y Xing, C Lv - IECON 2020 The 46th Annual Conference …, 2020 - ieeexplore.ieee.org
Connected vehicles’ technology enables real-time information sharing among surrounding
vehicles … availability provided by connected vehicles, predicting a vehicle’s future trajectory is …

[HTML][HTML] Real-time trajectory prediction method for intelligent connected vehicles in urban intersection scenarios

P Wang, H Yu, C Liu, Y Wang, R Ye - Sensors, 2023 - mdpi.com
… Intelligent connected vehicles (… trajectory prediction capability of ICVs is beneficial for traffic
efficiency and safety. In this paper, a real-time trajectory prediction method based on vehicle-…

Predicting long-term trajectories of connected vehicles via the prefix-projection technique

S Qiao, N Han, J Wang, RH Li… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
… FRAMEWORK BASED ON PREFIX-PROJECTION TECHNIQUE In this section, we will
introduce a new trajectory prediction framework for connected vehicles based on prefix-projected …

Vehicle trajectory prediction in connected environments via heterogeneous context-aware graph convolutional networks

Y Lu, W Wang, X Hu, P Xu, S Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
trajectory prediction of surrounding vehicles is crucial for the sustainability and safety of
connected and autonomous vehicles … The task of trajectory prediction is challenging because …

A method for connected vehicle trajectory prediction and collision warning algorithm based on V2V communication

R Zhang, L Cao, S Bao, J Tan - International Journal of …, 2017 - Taylor & Francis
… of connected vehicle future trajectory prediction. The goals of this paper are to provide a
new method to demonstrate an early collision warning prediction of connected vehicle and …

A cooperative driving strategy based on velocity prediction for connected vehicles with robust path-following control

Y Chen, C Lu, W Chu - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… the desired trajectory considering the nearby vehicles. This … the connected vehicles by
integrating vehicle velocity prediction, … the autonomous vehicle and the nearby vehicle. With the …

Physics-aware learning-based vehicle trajectory prediction of congested traffic in a connected vehicle environment

H Yao, X Li, X Yang - IEEE Transactions on Vehicular …, 2022 - ieeexplore.ieee.org
… Further, this paper focuses on the longitudinal vehicle trajectory prediction without lane-changing
impacts. In the future, we may also add lane-changing impacts into prediction models …

Vehicle Trajectory Prediction with Gaussian Process Regression in Connected Vehicle Environment

SA Goli, BH Far, AO Fapojuwo - 2018 IEEE Intelligent Vehicles …, 2018 - ieeexplore.ieee.org
… , a trajectory prediction framework for connected vehicles based on Gaussian Process
regression is introduced. In this work, the Vehicle … -connecting resources available in the vehicles