Long short‐term memory and convolutional neural network for abnormal driving behaviour recognition

Long short‐term memory and convolutional neural network for abnormal driving behaviour recognition

Abnormal driving behaviours, such as rapid acceleration, emergency braking, and rapid lane changing, bring great uncertainty to traffic, and can easily lead to traffic accidents. The accurate identification of abnormal driving behaviour helps to judge the driver's driving style, inform surround...

Full description

Bibliographic Details
Main Authors: Shuo Jia, Fei Hui, Shining Li, Xiangmo Zhao, Asad J. Khattak
Format: Article
Language:English
Published: Wiley 2020-05-01
Series:IET Intelligent Transport Systems
Subjects:
driving behaviour recognition data set
statistical analysis
convolutional neural network
long short‐term memory network
shallow learning
traffic accidents
Online Access:https://doi.org/10.1049/iet-its.2019.0200

Internet

https://doi.org/10.1049/iet-its.2019.0200

Similar Items