Detection and analysis of fatigue flight features using the fusion of pilot motion behavior and EEG information

This study addresses a gap in current research by integrating physiological and behavioral data for fatigue classification, demonstrating that the fusion of multi-source information significantly enhances detection accuracy and stability compared to single-feature methods. The findings contribute to improved pilot performance and enhanced flight safety by increasing the reliability of fatigue monitoring systems.

Authors

Institutions

Publication Details

Journal
Biomedizinische Technik/Biomedical Engineering
Published
2025-06-03
DOI
https://doi.org/10.1515/bmt-2025-0059
Primary Topic
Sleep and Work-Related Fatigue
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Detection and analysis of fatigue flight features using the fusion of pilot motion behavior and EEG information

Leiye Yi, Haiwei Li, Ningning Zhang, Ji Li et al.
Biomedizinische Technik/Biomedical Engineering
Sleep and Work-Related Fatigue
article

Detection and analysis of fatigue flight features using the fusion of pilot motion behavior and EEG information

Leiye Yi, Haiwei Li, Ningning Zhang, Ji Li, Wenjie Han
article en

Abstract

This study addresses a gap in current research by integrating physiological and behavioral data for fatigue classification, demonstrating that the fusion of multi-source information significantly enhances detection accuracy and stability compared to single-feature methods. The findings contribute to improved pilot performance and enhanced flight safety by increasing the reliability of fatigue monitoring systems.

Biomedizinische Technik/Biomedical EngineeringVol. 70(5)
Shenyang Aerospace University (CN)
Openalex Percentile: Top 87%
Sleep and Work-Related Fatigue
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.