PILOT FATIGUE DETECTION VIA SPEECH ANALYSIS, ELECTROCARDIOGRAM AND PHOTOPLETHYSMOGRAM

<p>Fatigue plays a dangerous role in transport safety especially for the pilots since they work longest. About<br>68-91% of commercial Airline pilots have reported in-flight fatigue. Civil aircrew frequently experience<br>loss or disturbance of sleep, trans-meridian flight, irregular work-rest cycles. In as much as aviation<br>technology has exponentially evolved, the basic need for ample rest when it comes to the personnel still<br>remains. Clear links are established between circadian rhythm and accidents that occur during the Window<br>Of Circadian Low (WOCL), even after adjustment for traffic volume. In this paper, as per the title, the<br>fatigue detection and measurement methods; speech analysis, photoplethysmography and<br>electrocardiography will be analyzed. The in-depth step-by-step methodology and data analysis will also be<br>discussed.</p>

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-08-20
DOI
https://doi.org/10.53414/uijes:2023.4.01
Primary Topic
Pregnancy and preeclampsia studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

PILOT FATIGUE DETECTION VIA SPEECH ANALYSIS, ELECTROCARDIOGRAM AND PHOTOPLETHYSMOGRAM

Zenodo (CERN European Organization for Nuclear Research)
Pregnancy and preeclampsia studies
article

PILOT FATIGUE DETECTION VIA SPEECH ANALYSIS, ELECTROCARDIOGRAM AND PHOTOPLETHYSMOGRAM

article en

Abstract

<p>Fatigue plays a dangerous role in transport safety especially for the pilots since they work longest. About<br>68-91% of commercial Airline pilots have reported in-flight fatigue. Civil aircrew frequently experience<br>loss or disturbance of sleep, trans-meridian flight, irregular work-rest cycles. In as much as aviation<br>technology has exponentially evolved, the basic need for ample rest when it comes to the personnel still<br>remains. Clear links are established between circadian rhythm and accidents that occur during the Window<br>Of Circadian Low (WOCL), even after adjustment for traffic volume. In this paper, as per the title, the<br>fatigue detection and measurement methods; speech analysis, photoplethysmography and<br>electrocardiography will be analyzed. The in-depth step-by-step methodology and data analysis will also be<br>discussed.</p>

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 47%
Pregnancy and preeclampsia studies
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.

PILOT FATIGUE DETECTION VIA SPEECH ANALYSIS, ELECTROCARDIOGRAM AND PHOTOPLETHYSMOGRAM · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS