Biosignal-Based Driving Skill Classification Using Machine Learning: A Case Study of Maritime Navigation

Biosignal-Based Driving Skill Classification Using Machine Learning: A Case Study of Maritime Navigation

This work presents a novel approach to detecting stress differences between experts and novices in Situation Awareness (SA) tasks during maritime navigation using one type of wearable sensor, Empatica E4 Wristband. We propose that for a given workload state, the values of biosignal data collected fr...

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Bibliographic Details
Main Authors: Hui Xue, Bjørn-Morten Batalden, Puneet Sharma, Jarle André Johansen, Dilip K. Prasad
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Applied Sciences
Subjects:
biosignal
maritime navigation
classification
situation awareness (SA)
neural network
maritime training
Online Access:https://www.mdpi.com/2076-3417/11/20/9765

Internet

https://www.mdpi.com/2076-3417/11/20/9765

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