Prediction of Future Collision Risk for Truck Drivers Using the Time-Series Autonomic Nerve Function

Prediction of Future Collision Risk for Truck Drivers Using the Time-Series Autonomic Nerve Function

Healthcare for truck drivers is an important issue. To prevent fatigue-related collisions among drivers, objective assessments of their physiological states are essential. A simple and quantitative evaluation method for fatigue involves the use of autonomic nerve function (ANF) indices obtained from...

Full description

Bibliographic Details
Main Authors: Nao Ito, Shunsuke Minusa, Takeshi Tanaka, Yun Li, Hiroyuki Kuriyama
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Autonomic nerve function
collision
deep learning
fatigue
heart rate variability
long short-term memory
Online Access:https://ieeexplore.ieee.org/document/10186273/

Similar Items

Similar Items