A New ECG Data Processing Approach to Developing an Accurate Driving Fatigue Detection Framework with Heart Rate Variability Analysis and Ensemble Learning

A New ECG Data Processing Approach to Developing an Accurate Driving Fatigue Detection Framework with Heart Rate Variability Analysis and Ensemble Learning

More than 1.3 million people are killed in traffic accidents annually. Road traffic accidents are mostly caused by human error. Therefore, an accurate driving fatigue detection system is required for drivers. Most driving fatigue detection studies concentrated on improving feature engineering and cl...

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Bibliographic Details
Main Authors: Junartho Halomoan, Kalamullah Ramli, Dodi Sudiana, Teddy Surya Gunawan, Muhammad Salman
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Information
Subjects:
fatigue detection
resampling
electrocardiogram
fatigue driving
heart rate variability analysis
Online Access:https://www.mdpi.com/2078-2489/14/4/210

Internet

https://www.mdpi.com/2078-2489/14/4/210

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