Design of a Vehicle Trajectory Prediction System

J Zhang, J Li, W Duan, J Wang - 2024 IEEE 2nd International …, 2024 - ieeexplore.ieee.org
With the increasing advancement of science and technology, the popularity of automobiles
in my country has gradually increased. It's not difficult to realize that our daily life and …

Vehicle trajectory prediction based on LSTM network

Z Yang, D Liu, L Ma - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
In a complex traffic environment, predicting the trajectory of surrounding vehicles in the
driver's line of sight can greatly reduce the possibility of various traffic accidents and play an …

Sequence-to-sequence prediction of vehicle trajectory via LSTM encoder-decoder architecture

SH Park, BD Kim, CM Kang… - 2018 IEEE intelligent …, 2018 - ieeexplore.ieee.org
In this paper, we propose a deep learning based vehicle trajectory prediction technique
which can generate the future trajectory sequence of surrounding vehicles in real time. We …

Research on Intelligent Vehicle Trajectory Planning and Control Algorithm Based on Model Predictive Control

C Wang, G Chen, S Zhao - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
With the development of computer technology and semiconductor technology and the
improvement of people's living standards, automatic driving technology has attracted more …

Trajectory prediction of vehicles based on deep learning

H Jiang, L Chang, Q Li, D Chen - 2019 4th International …, 2019 - ieeexplore.ieee.org
In order to safely and efficiently drive through the complex traffic scenarios, predicting the
trajectory of the forward vehicle accurately is important for intelligent vehicles. Accurate and …

Self-aware trajectory prediction for safe autonomous driving

W Shao, J Li, H Wang - 2023 IEEE Intelligent Vehicles …, 2023 - ieeexplore.ieee.org
Trajectory prediction is one of the key components of the autonomous driving software stack.
Accurate prediction for the future movement of surrounding traffic participants is an important …

Vehicle Trajectory Prediction With Interaction Regions and Spatial–Temporal Attention

D Cheng, X Gu, C Qian, C Du, J Wang - IEEE Access, 2023 - ieeexplore.ieee.org
Vehicle trajectory prediction is a key technology in autonomous driving, one of the aims of
which is to ensure the safety of vehicle travelling and lane changing. Especially in complex …

LSTM-based prediction method of surrounding vehicle trajectory

K Wang, Y Qian, T An, Z Zhang… - … Conference on Artificial …, 2022 - ieeexplore.ieee.org
With the rapid development of autonomous driving, how to understand the behavior of
targets around autonomous driving has become an important part of the autonomous driving …

Vehicle trajectory prediction with convolutional neural network and sequence-to-sequence

H Kim, DH Shim - RiTA 2020: Proceedings of the 8th International …, 2021 - Springer
For autonomous vehicles to drive safely, it is crucial to predict motion of other vehicles as
well as to detect. The motion of the vehicle is affected by the location of other vehicles, road …

Vehicle trajectory prediction with lane stream attention-based LSTMs and road geometry linearization

D Yu, H Lee, T Kim, SH Hwang - Sensors, 2021 - mdpi.com
It is essential for autonomous vehicles at level 3 or higher to have the ability to predict the
trajectories of surrounding vehicles to safely and effectively plan and drive along trajectories …