Skip to main content

2022 | OriginalPaper | Buchkapitel

2. Wearable Technology in Extreme Environments

verfasst von : Brian A. Telfer, Thomas F. Quatieri, Hrishikesh M. Rao, Jeffrey S. Palmer

Erschienen in: Engineering and Medicine in Extreme Environments

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Humans need to work in many types of extreme environments where there is a need to stay safe and even to improve performance. Examples include: medical providers treating infectious disease, people responding to other biological or chemical hazards, firefighters, astronauts, pilots, divers, and people working outdoors in extreme hot or cold temperatures. Wearable technology is ubiquitous in the consumer market but is still needed for extreme environments. For these applications, it is particularly challenging to meet requirements to be actionable, accurate, acceptable, integratable, and affordable. To provide insight into these needs and possible solutions and the technology trade-offs involved, several examples are provided. A physiological monitoring example is described for predicting and avoiding heat injury. A cognitive monitoring example is described for estimating cognitive workload, with broader applicability to a variety of conditions, such as cognitive fatigue and depression. Finally, eye tracking is considered as a promising wearable sensing modality with applications for both physiological and cognitive monitoring. Concluding thoughts are offered on the compelling need for wearable technology in the face of pandemics, wildfires, and climate change, but also for global projects that can uplift mankind, such as long-duration spaceflight and missions to Mars.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
2.
Zurück zum Zitat Turakhia M.P., M. Desai, H. Hedlin, et al., (2020) Rationale and design of a large-scale, app-based study to identify cardiac arrhythmias using a smartwatch: The Apple heart study, American Heart J., 207, 66–75.CrossRef Turakhia M.P., M. Desai, H. Hedlin, et al., (2020) Rationale and design of a large-scale, app-based study to identify cardiac arrhythmias using a smartwatch: The Apple heart study, American Heart J., 207, 66–75.CrossRef
3.
Zurück zum Zitat Adans-Dester C.P., et al. (2020) Can mHealth technology help mitigate the effects of the COVID-19 pandemic? IEEE Open J Engineering in Medicine and Biology, vol. 1, pp. 243–248.CrossRef Adans-Dester C.P., et al. (2020) Can mHealth technology help mitigate the effects of the COVID-19 pandemic? IEEE Open J Engineering in Medicine and Biology, vol. 1, pp. 243–248.CrossRef
4.
Zurück zum Zitat Elliott J.J., D.R. Schmidt, (2019) Unexplained physiological episodes: A pilot’s perspective, Air & Space Power Journal, 33. Elliott J.J., D.R. Schmidt, (2019) Unexplained physiological episodes: A pilot’s perspective, Air & Space Power Journal, 33.
5.
Zurück zum Zitat Perez-Pena R., M. Rosenberg, (2018) Strava fitness app can reveal military sites, analysts say, New York Times, Jan 29, 2018. Perez-Pena R., M. Rosenberg, (2018) Strava fitness app can reveal military sites, analysts say, New York Times, Jan 29, 2018.
6.
Zurück zum Zitat Telfer B.A., K. Byrd, P.P. Collins (2020) Open body area network physiological status monitor, MIT Lincoln Laboratory Journal, vol. 24, no. 1, pp. 76–92. Telfer B.A., K. Byrd, P.P. Collins (2020) Open body area network physiological status monitor, MIT Lincoln Laboratory Journal, vol. 24, no. 1, pp. 76–92.
7.
Zurück zum Zitat Hauret K.G., B.H. Jones, S.H. Bullock, et al. (2010) Musculoskeletal injuries: Description of an under-recognized injury problem among military personnel, American Journal Preventive Medicine, 38, 61–70.CrossRef Hauret K.G., B.H. Jones, S.H. Bullock, et al. (2010) Musculoskeletal injuries: Description of an under-recognized injury problem among military personnel, American Journal Preventive Medicine, 38, 61–70.CrossRef
8.
Zurück zum Zitat Lacirignola J.J., J.R. Williamson, S.K. Davis, W.T. Young, (2020) Biomechanical sensing and algorithms, MIT Lincoln Laboratory Journal, vol. 24, no. 1, pp. 165–188. Lacirignola J.J., J.R. Williamson, S.K. Davis, W.T. Young, (2020) Biomechanical sensing and algorithms, MIT Lincoln Laboratory Journal, vol. 24, no. 1, pp. 165–188.
9.
Zurück zum Zitat Williamson J., A. Dumas, A. Hess, et al. (2015) Detecting and tracking gait asymmetries with wearable accelerometers, Proceedings IEEE International Conference on Body Sensor Networks. Williamson J., A. Dumas, A. Hess, et al. (2015) Detecting and tracking gait asymmetries with wearable accelerometers, Proceedings IEEE International Conference on Body Sensor Networks.
10.
Zurück zum Zitat McGinnis R., S. Cain, S. Davidson, (2017) Inertial sensor and cluster analysis for discriminating agility run technique and quantifying changes across load, Biomedical Signal Processing and Control, 32, 150–156.CrossRef McGinnis R., S. Cain, S. Davidson, (2017) Inertial sensor and cluster analysis for discriminating agility run technique and quantifying changes across load, Biomedical Signal Processing and Control, 32, 150–156.CrossRef
11.
Zurück zum Zitat Lacirignola J., C. Weston, K. Byrd, (2017) Instrumented footwear inserts: A new tool for measuring forces and biomechanical state changes during dynamics movements, Proceedings IEEE International Conference Body Sensor Networks. Lacirignola J., C. Weston, K. Byrd, (2017) Instrumented footwear inserts: A new tool for measuring forces and biomechanical state changes during dynamics movements, Proceedings IEEE International Conference Body Sensor Networks.
12.
Zurück zum Zitat Candell L.M., G.A. Shaw, K.J. Thompson, (2020) Model and personal sensor for metabolic tracking and optimization, MIT Lincoln Laboratory Journal, vol. 24, no. 1, pp. 114–140. Candell L.M., G.A. Shaw, K.J. Thompson, (2020) Model and personal sensor for metabolic tracking and optimization, MIT Lincoln Laboratory Journal, vol. 24, no. 1, pp. 114–140.
13.
Zurück zum Zitat Quatieri T.F., J.R. Williamson, A.C. Lambert et al. (2020) Noninvasive biomarkers of neurobehavioral performance, Lincoln Laboratory Journal, vol. 24, no. 1, pp. 28–59. Quatieri T.F., J.R. Williamson, A.C. Lambert et al. (2020) Noninvasive biomarkers of neurobehavioral performance, Lincoln Laboratory Journal, vol. 24, no. 1, pp. 28–59.
14.
Zurück zum Zitat Williamson J., D. Young, A. Nierenberg, et al., Tracking depression severity from audio and video based on speech articulatory coordination, Computer Speech & Language, 55, 40–56. Williamson J., D. Young, A. Nierenberg, et al., Tracking depression severity from audio and video based on speech articulatory coordination, Computer Speech & Language, 55, 40–56.
15.
Zurück zum Zitat Hernandez M.A., L.E. Michelin, S.K. Davis et al., (2020) The impact of host-based early warning on disease outbreaks, MIT Lincoln Laboratory Journal, vol. 24, no. 1, pp. 189–203. Hernandez M.A., L.E. Michelin, S.K. Davis et al., (2020) The impact of host-based early warning on disease outbreaks, MIT Lincoln Laboratory Journal, vol. 24, no. 1, pp. 189–203.
17.
Zurück zum Zitat Smalt C.J., P.T. Calamia, S.K. Davis et al. (2020) Understanding noise-induced hearing damage, MIT Lincoln Laboratory Journal, vol. 24, no. 1, pp. 93–113. Smalt C.J., P.T. Calamia, S.K. Davis et al. (2020) Understanding noise-induced hearing damage, MIT Lincoln Laboratory Journal, vol. 24, no. 1, pp. 93–113.
18.
Zurück zum Zitat Williamson J., T. Quatieri, A. Lammert, et al. (2018) The effect of exposure to high altitude and heat on speech articulatory coordination, Interspeech, 297–301. Williamson J., T. Quatieri, A. Lammert, et al. (2018) The effect of exposure to high altitude and heat on speech articulatory coordination, Interspeech, 297–301.
19.
Zurück zum Zitat CDC (2011) “Nonfatal sports and recreation heat illness treated in hospital emergency departments - United States, 2001-2009”, Centers for Disease Control Morbidity Mortality Weekly Report (MMWR), vol. 60, no. 29, pp. 977–980, July 29, 2011. CDC (2011) “Nonfatal sports and recreation heat illness treated in hospital emergency departments - United States, 2001-2009”, Centers for Disease Control Morbidity Mortality Weekly Report (MMWR), vol. 60, no. 29, pp. 977–980, July 29, 2011.
21.
Zurück zum Zitat “Update: heat illness, active component, U.S. Armed Forces, 2018,” Medical Surveillance Monthly Report, vol. 2 no. 4, pp. 15–20, April 2019. “Update: heat illness, active component, U.S. Armed Forces, 2018,” Medical Surveillance Monthly Report, vol. 2 no. 4, pp. 15–20, April 2019.
24.
Zurück zum Zitat Mora C., B. Dousset, I. Caldwell, et al. (2017) Global risk of deadly heat, Nature Climate Change 7, pp. 501–506.CrossRef Mora C., B. Dousset, I. Caldwell, et al. (2017) Global risk of deadly heat, Nature Climate Change 7, pp. 501–506.CrossRef
25.
Zurück zum Zitat Ely B., M. Ely, S. Cheuvront, et al., (2009) Evidence against a 40 C core temperature threshold for fatigue in humans, Journal of Applied Physiology, vol. 107, pp. 1519–1525.CrossRef Ely B., M. Ely, S. Cheuvront, et al., (2009) Evidence against a 40 C core temperature threshold for fatigue in humans, Journal of Applied Physiology, vol. 107, pp. 1519–1525.CrossRef
26.
Zurück zum Zitat Sawka M.N. and A.J. Young, Physical exercise in hot and cold climates, chapter in Exercise and Sport Science, W.E. Garrett and D.T. Kirkendall, eds. Philadelphia: Lippincott Williams & Wilkins, pp. 385–400. Sawka M.N. and A.J. Young, Physical exercise in hot and cold climates, chapter in Exercise and Sport Science, W.E. Garrett and D.T. Kirkendall, eds. Philadelphia: Lippincott Williams & Wilkins, pp. 385–400.
27.
Zurück zum Zitat Buller M.J., et al. (2013) Estimation of human core temperature from sequential heart rate observations, Physiological Measurement, vol. 34, no. 7, pp. 781–798.CrossRef Buller M.J., et al. (2013) Estimation of human core temperature from sequential heart rate observations, Physiological Measurement, vol. 34, no. 7, pp. 781–798.CrossRef
28.
Zurück zum Zitat Buller M.J., A.P. Welles, K.E. Friedl, (2018) Wearable physiological monitoring for human thermal-work strain optimization, Journal of Applied Physiology, vol. 124, pp 432–441.CrossRef Buller M.J., A.P. Welles, K.E. Friedl, (2018) Wearable physiological monitoring for human thermal-work strain optimization, Journal of Applied Physiology, vol. 124, pp 432–441.CrossRef
29.
Zurück zum Zitat Palmer J., J. Williamson, B. Telfer, and W. Tharion, (2017) Estimating thermal-work strain and physical fatigue from a wearable physiological status monitor, Journal of Science and Medicine in Sport, vol. 20, S46.CrossRef Palmer J., J. Williamson, B. Telfer, and W. Tharion, (2017) Estimating thermal-work strain and physical fatigue from a wearable physiological status monitor, Journal of Science and Medicine in Sport, vol. 20, S46.CrossRef
30.
Zurück zum Zitat Pasadyn S.R., M. Soudan, M. Gillinov et al. (2019) Accuracy of commercially available heart rate monitors in athletes: a prospective study, Cardiovascular Diagnosis & Therapy, vol. 9, no. 4. Pasadyn S.R., M. Soudan, M. Gillinov et al. (2019) Accuracy of commercially available heart rate monitors in athletes: a prospective study, Cardiovascular Diagnosis & Therapy, vol. 9, no. 4.
31.
Zurück zum Zitat Hermand E., J. Cassirame, G. Ennequin, O. Hue, (2019) Validation of a photoplethysmographic heart rate monitor: Polar OH-1, International Journal of Sports Medicine, vol. 40, no. 7, pp. 462–467.CrossRef Hermand E., J. Cassirame, G. Ennequin, O. Hue, (2019) Validation of a photoplethysmographic heart rate monitor: Polar OH-1, International Journal of Sports Medicine, vol. 40, no. 7, pp. 462–467.CrossRef
32.
Zurück zum Zitat Hettiarachchi I.T., S. Hanoun, D. Nahavandi, S. Nahavandi, (2019) Validation of Polar OH1 optical heart rate sensor for moderate and high intensity physical activities, PLOS ONE. Hettiarachchi I.T., S. Hanoun, D. Nahavandi, S. Nahavandi, (2019) Validation of Polar OH1 optical heart rate sensor for moderate and high intensity physical activities, PLOS ONE.
33.
Zurück zum Zitat Schubert M.M., A. Clark, A.B. De La Rosa, (2018) The Polar OH1 optical heart rate sensor is valid during moderate-vigorous exercise, Sports Medicine International Open, vol. 2, no. 3, pp. E67–E70.CrossRef Schubert M.M., A. Clark, A.B. De La Rosa, (2018) The Polar OH1 optical heart rate sensor is valid during moderate-vigorous exercise, Sports Medicine International Open, vol. 2, no. 3, pp. E67–E70.CrossRef
34.
Zurück zum Zitat Guenther F.H., (2018) Neural Control of Speech. Cambridge, Mass.: MIT Press. Guenther F.H., (2018) Neural Control of Speech. Cambridge, Mass.: MIT Press.
35.
Zurück zum Zitat Quatieri T.F., L.J. Brattain, T.A. Thorsen et al. (2020) Fundamental brain research, Lincoln Laboratory Journal, vol. 24, no. 1. Quatieri T.F., L.J. Brattain, T.A. Thorsen et al. (2020) Fundamental brain research, Lincoln Laboratory Journal, vol. 24, no. 1.
36.
Zurück zum Zitat Williamson J.R., D.W. Bliss, D.W. Browne, J.T. Narayanan, (2012) Seizure prediction using EEG spatiotemporal correlation structure, Epilepsy and Behavior, vol. 25, no. 2, pp. 230–238.CrossRef Williamson J.R., D.W. Bliss, D.W. Browne, J.T. Narayanan, (2012) Seizure prediction using EEG spatiotemporal correlation structure, Epilepsy and Behavior, vol. 25, no. 2, pp. 230–238.CrossRef
37.
Zurück zum Zitat Quatieri T.F., J.R. Williamson, C.J. Smalt et al. (2017) Multi-modal biomarkers to discriminate cognitive state, The Role of Technology in Clinical Neurophysiology, Eds. R.L. Kane and T.D. Parsons. New York: Oxford University Press. Quatieri T.F., J.R. Williamson, C.J. Smalt et al. (2017) Multi-modal biomarkers to discriminate cognitive state, The Role of Technology in Clinical Neurophysiology, Eds. R.L. Kane and T.D. Parsons. New York: Oxford University Press.
38.
Zurück zum Zitat Ciccarelli G.A., T.F. Quatieri, S.S. Ghosh, (2016) Neurophysiological vocal source modeling for biomarkers of disease, Proc INTERSPEECH 2016: Understanding Speech Processing in Humans and Machines, pp. 1200–1204. Ciccarelli G.A., T.F. Quatieri, S.S. Ghosh, (2016) Neurophysiological vocal source modeling for biomarkers of disease, Proc INTERSPEECH 2016: Understanding Speech Processing in Humans and Machines, pp. 1200–1204.
39.
Zurück zum Zitat Heaton K.J., J.R. Williamson, Adam C. Lammert et al. (2020) Predicting changes in performance due to cognitive fatigue: A multimodal approach based on speech motor coordination and electrodermal activity, The Clinical Neuropsychologist, vol. 34, no. 6, pp. 1190–1214. Heaton K.J., J.R. Williamson, Adam C. Lammert et al. (2020) Predicting changes in performance due to cognitive fatigue: A multimodal approach based on speech motor coordination and electrodermal activity, The Clinical Neuropsychologist, vol. 34, no. 6, pp. 1190–1214.
40.
Zurück zum Zitat Mathot S., (2018) Pupillometry: psychology, physiology, and function, Journal Cognition, vol. 1, no. 1. Mathot S., (2018) Pupillometry: psychology, physiology, and function, Journal Cognition, vol. 1, no. 1.
41.
Zurück zum Zitat Sommer D., M. Golz, (2010) Evaluation of PERCLOS based current fatigue monitoring technologies, Proc IEEE Engineering in Medicine and Biology Conf, pp. 4456–4459. Sommer D., M. Golz, (2010) Evaluation of PERCLOS based current fatigue monitoring technologies, Proc IEEE Engineering in Medicine and Biology Conf, pp. 4456–4459.
42.
Zurück zum Zitat “PERCLOS: A valid psychophysiological measure of alertness as assessed by psychomotor vigilance,” U.S. Federal Highway Administration Tech Brief, 1998. “PERCLOS: A valid psychophysiological measure of alertness as assessed by psychomotor vigilance,” U.S. Federal Highway Administration Tech Brief, 1998.
43.
Zurück zum Zitat Lee A.G., T.H. Mader, C.R. Gibson et al. (2020) Spaceflight associated neuro-ocular syndrome (SANS) and the neuro-opthamologic effects of microgravity: a review and an update, NPJ Microgravity, vol. 6, no. 7. Lee A.G., T.H. Mader, C.R. Gibson et al. (2020) Spaceflight associated neuro-ocular syndrome (SANS) and the neuro-opthamologic effects of microgravity: a review and an update, NPJ Microgravity, vol. 6, no. 7.
44.
Zurück zum Zitat Alperin N., A.M. Bagci, C.J. Oliu et al. (2017) Role of cerebrospinal fluid in spaceflight-induced ocular changes and visual impairment in astronauts, Radiology. Alperin N., A.M. Bagci, C.J. Oliu et al. (2017) Role of cerebrospinal fluid in spaceflight-induced ocular changes and visual impairment in astronauts, Radiology.
45.
Zurück zum Zitat Crivello A., P. Barsocchi, M. Girolami, F. Palumbo, (2019) The meaning of sleep quality: a survey of available technologies, IEEE Access. Crivello A., P. Barsocchi, M. Girolami, F. Palumbo, (2019) The meaning of sleep quality: a survey of available technologies, IEEE Access.
46.
Zurück zum Zitat Mendonca F., S.S. Mostafa, F. Morgado-Dias et al. (2019) A review of approaches for sleep quality analysis, IEEE Access. Mendonca F., S.S. Mostafa, F. Morgado-Dias et al. (2019) A review of approaches for sleep quality analysis, IEEE Access.
47.
Zurück zum Zitat Kolecki R., V. Dammavalam, A.B. Zahid et al. (2017) Elevated intracranial pressure and reversible eye-tracking changes detected while viewing a film clip, Journal Neurosurgery, vol. 128, no. 3, pp. 811–818.CrossRef Kolecki R., V. Dammavalam, A.B. Zahid et al. (2017) Elevated intracranial pressure and reversible eye-tracking changes detected while viewing a film clip, Journal Neurosurgery, vol. 128, no. 3, pp. 811–818.CrossRef
Metadaten
Titel
Wearable Technology in Extreme Environments
verfasst von
Brian A. Telfer
Thomas F. Quatieri
Hrishikesh M. Rao
Jeffrey S. Palmer
Copyright-Jahr
2022
DOI
https://doi.org/10.1007/978-3-030-96921-9_2

Neuer Inhalt