A Safety Control Method of Car-Following Trajectory Planning Based on LSTM

This paper focuses on the potential safety hazards of collision in car-following behaviour generated by deep learning models. Based on an intelligent LSTM model, combined with a Gipps model of safe collision avoidance, a new, Gipps-LSTM model is constructed, which can not only learn the intelligent...

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Bibliographic Details
Main Authors: Xingyu Chen, Haijian Bai, Heng Ding, Jianshe Gao, Wenjuan Huang
Format: Article
Language:English
Published: University of Zagreb, Faculty of Transport and Traffic Sciences 2023-06-01
Series:Promet (Zagreb)
Subjects:
Online Access:http://traffic2.fpz.hr/index.php/PROMTT/article/view/118