Deep encoder-decoder-NN: A deep learning-based autonomous vehicle trajectory prediction and correction model

Physica A Statistical Mechanics and its Applications ◽

10.1016/j.physa.2022.126869 ◽

2022 ◽

pp. 126869

Author(s):

Fei Hui ◽

Cheng Wei ◽

Wei ShangGuan ◽

Ryosuke Ando ◽

Shan Fang

Keyword(s):

Deep Learning ◽

Autonomous Vehicle ◽

Trajectory Prediction ◽

Correction Model ◽

Vehicle Trajectory ◽

Vehicle Trajectory Prediction

Download Full-text

Surrounding Vehicle Trajectory Prediction and Dynamic Speed Planning for Autonomous Vehicle in Cut-in Scenarios

10.1109/iv48863.2021.9575292 ◽

2021 ◽

Author(s):

Lu Xiong ◽

Zhiqiang Fu ◽

Dequan Zeng ◽

Bo Leng

Keyword(s):

Autonomous Vehicle ◽

Trajectory Prediction ◽

Vehicle Trajectory ◽

Vehicle Trajectory Prediction

Download Full-text

Vehicle Trajectory Prediction Method based on Deep Learning under the background of Internet of Vehicles

Journal of Physics Conference Series ◽

10.1088/1742-6596/1881/2/022055 ◽

2021 ◽

Vol 1881 (2) ◽

pp. 022055

Author(s):

Rongxia Wang

Keyword(s):

Deep Learning ◽

Prediction Method ◽

Trajectory Prediction ◽

Internet Of Vehicles ◽

Vehicle Trajectory ◽

Vehicle Trajectory Prediction

Download Full-text

A Study on Trade-off Evaluation by Simplifying Propagation Process of Vehicle Trajectory Prediction Model Based on Deep Learning

The Journal of Korean Institute of Communications and Information Sciences ◽

10.7840/kics.2021.46.5.914 ◽

2021 ◽

Vol 46 (5) ◽

pp. 914-922

Author(s):

Geesung Oh ◽

Heejung Kim ◽

Sejoon Lim

Keyword(s):

Deep Learning ◽

Prediction Model ◽

Trajectory Prediction ◽

Propagation Process ◽

Trade Off ◽

Model Based ◽

Vehicle Trajectory ◽

Vehicle Trajectory Prediction

Download Full-text

A Robust Vehicle Trajectory Prediction System Deep learning based approach with a novel fusion technique

2019 IEEE 15th International Conference on Intelligent Computer Communication and Processing (ICCP) ◽

10.1109/iccp48234.2019.8959802 ◽

2019 ◽

Author(s):

Lucian Cristea ◽

Rodica Potolea

Keyword(s):

Deep Learning ◽

Prediction System ◽

Trajectory Prediction ◽

Fusion Technique ◽

Vehicle Trajectory ◽

Vehicle Trajectory Prediction

Download Full-text

Deep-learning Based Urban Vehicle Trajectory Prediction

Journal of Korean Society of Transportation ◽

10.7470/jkst.2019.37.5.422 ◽

2019 ◽

Vol 37 (5) ◽

pp. 422-429

Author(s):

Seongjin CHOI ◽

Jiwon KIM ◽

Hwapyeong YU ◽

Dongho KA ◽

Hwasoo YEO

Keyword(s):

Deep Learning ◽

Trajectory Prediction ◽

Vehicle Trajectory ◽

Vehicle Trajectory Prediction

Download Full-text

Probabilistic Bounds on Vehicle Trajectory Prediction Using Scenario Approach

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2020.12.038 ◽

2020 ◽

Vol 53 (2) ◽

pp. 2385-2390

Author(s):

Xun Shen ◽

Xingguo Zhang ◽

Pongsathorn Raksincharoensak

Keyword(s):

Trajectory Prediction ◽

Vehicle Trajectory ◽

Vehicle Trajectory Prediction ◽

Scenario Approach

Download Full-text

Driver influence on vehicle trajectory prediction

Accident Analysis & Prevention ◽

10.1016/j.aap.2021.106165 ◽

2021 ◽

Vol 157 ◽

pp. 106165

Author(s):

Mahrokh Khakzar ◽

Andy Bond ◽

Andry Rakotonirainy ◽

Oscar Oviedo Trespalacios ◽

Sepehr G. Dehkordi

Keyword(s):

Trajectory Prediction ◽

Vehicle Trajectory ◽

Vehicle Trajectory Prediction

Download Full-text

Vehicle Trajectory Prediction Using LSTMs with Spatial-Temporal Attention Mechanisms

IEEE Intelligent Transportation Systems Magazine ◽

10.1109/mits.2021.3049404 ◽

2021 ◽

pp. 0-0

Author(s):

Lei Lin ◽

Weizi Li ◽

Huikun Bi ◽

Lingqiao Qin

Keyword(s):

Temporal Attention ◽

Trajectory Prediction ◽

Vehicle Trajectory ◽

Vehicle Trajectory Prediction

Download Full-text

Attention -Based GRU for Driver Intention Recognition and Vehicle Trajectory Prediction

2020 4th CAA International Conference on Vehicular Control and Intelligence (CVCI) ◽

10.1109/cvci51460.2020.9338510 ◽

2020 ◽

Author(s):

Zixu Hao ◽

Xing Huang ◽

Kaige Wang ◽

Maoyuan Cui ◽

Yantao Tian

Keyword(s):

Trajectory Prediction ◽

Intention Recognition ◽

Vehicle Trajectory ◽

Vehicle Trajectory Prediction

Download Full-text

Vehicle Trajectory Prediction with Gaussian Process Regression in Connected Vehicle Environment$\star$

2018 IEEE Intelligent Vehicles Symposium (IV) ◽

10.1109/ivs.2018.8500614 ◽

2018 ◽

Cited By ~ 4

Author(s):

Sepideh Afkhami Goli ◽

Behrouz H. Far ◽

Abraham O. Fapojuwo

Keyword(s):

Gaussian Process ◽

Gaussian Process Regression ◽

Connected Vehicle ◽

Trajectory Prediction ◽

Vehicle Trajectory ◽

Vehicle Trajectory Prediction

Download Full-text