A real-time biphasic Kalman filter-based model for estimating human core temperature from heart rate measurements for application in the occupational field.
estimation models
human core temperature
occupational health
thermal strain
wearable devices
Journal
Frontiers in public health
ISSN: 2296-2565
Titre abrégé: Front Public Health
Pays: Switzerland
ID NLM: 101616579
Informations de publication
Date de publication:
2024
2024
Historique:
received:
09
05
2023
accepted:
20
02
2024
medline:
26
3
2024
pubmed:
26
3
2024
entrez:
26
3
2024
Statut:
epublish
Résumé
Early identification of hypothermia or hyperthermia is of vital importance, and real-time monitoring of core temperature ( Thirteen healthy subjects (six female and seven male) were included in the study to perform three consecutive tasks simulating work activities. During each test, an ingestible An algorithm with a biphasic structure was developed using two different models for the increasing and decreasing phases of The BKFB model introduced some modifications over the Buller et al. model for a more effective application in the occupational field. It was developed using data collected from a sample of workers (heavily weighted toward middle-aged, not very fit, and with a considerable fraction of female workers), and it also included two different modeling of
Identifiants
pubmed: 38528868
doi: 10.3389/fpubh.2024.1219595
pmc: PMC10961439
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
1219595Informations de copyright
Copyright © 2024 Falcone, Del Ferraro, Molinaro, Zollo and Lenzuni.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.