Monitoring military pilots with textile sensors: physiological responses and signal quality under extreme conditions

Introduction Military pilots are exposed to severe physiological challenges during their missions that may affect cognitive and physical performance. Therefore, continuous monitoring potentially provides critical insights about the impact of extreme condition exposure on the fitness to fly of military pilots. Methods We applied a textile-based monitoring system during training sessions with pilot aspirants to investigate the impact of hypobaric hypoxia and high G-force exposures on the signal quality obtained for a 1-lead electrocardiogram (ECG) and chest excursions. The physiological variables considered were heart rate, heart rate variability, as well as respiratory frequency and respiratory amplitude. Results In general, 93.4% and 90.4% of the recorded ECG time segments during hypoxia and G-force exposure, respectively, were classified as plausible for further analysis. For respiratory data, 70.7% and 81.3% were classified as accurate for further data analysis and interpretation. Discussion Detailed information about signal quality was found to be critical for assessing physiological variables recorded in extreme conditions, including distinguishing between intra- and interpersonal variability. Furthermore, the combination of various physiological signals allows for a more holistic interpretation of body responses, for the assessment of body tolerances and an early detection of possible physical and cognitive impairments.

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Publication Details

Journal
Frontiers in Physiology
Published
2026-09-14
DOI
https://doi.org/10.3389/fphys.2026.1911780
Primary Topic
High Altitude and Hypoxia
Type
article
Field-Weighted Citation Impact
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article

Monitoring military pilots with textile sensors: physiological responses and signal quality under extreme conditions

Andreas Stier, Frederik Bauer, Denis Bron, Simon Annaheim et al.
Frontiers in Physiology
High Altitude and Hypoxia
article

Monitoring military pilots with textile sensors: physiological responses and signal quality under extreme conditions

Andreas Stier, Frederik Bauer, Denis Bron, Simon Annaheim, René M. Rossi, Aline F. Renz
article en

Abstract

Introduction Military pilots are exposed to severe physiological challenges during their missions that may affect cognitive and physical performance. Therefore, continuous monitoring potentially provides critical insights about the impact of extreme condition exposure on the fitness to fly of military pilots. Methods We applied a textile-based monitoring system during training sessions with pilot aspirants to investigate the impact of hypobaric hypoxia and high G-force exposures on the signal quality obtained for a 1-lead electrocardiogram (ECG) and chest excursions. The physiological variables considered were heart rate, heart rate variability, as well as respiratory frequency and respiratory amplitude. Results In general, 93.4% and 90.4% of the recorded ECG time segments during hypoxia and G-force exposure, respectively, were classified as plausible for further analysis. For respiratory data, 70.7% and 81.3% were classified as accurate for further data analysis and interpretation. Discussion Detailed information about signal quality was found to be critical for assessing physiological variables recorded in extreme conditions, including distinguishing between intra- and interpersonal variability. Furthermore, the combination of various physiological signals allows for a more holistic interpretation of body responses, for the assessment of body tolerances and an early detection of possible physical and cognitive impairments.

Frontiers in PhysiologyVol. 17
United States Air Force (US), American Rock Mechanics Association (US), École Polytechnique Fédérale de Lausanne (CH), Swiss Federal Laboratories for Materials Science and Technology (CH)
Openalex Percentile: Top 12%
High Altitude and Hypoxia
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