Skip to main content
Erschienen in: Wireless Personal Communications 4/2017

08.08.2017

The PPG Physiological Signal for Heart Rate Variability Analysis

verfasst von: Gwo-Jia Jong, Aripriharta, Gwo-Jiun Horng

Erschienen in: Wireless Personal Communications | Ausgabe 4/2017

Einloggen

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

search-config
loading …

Abstract

The photoplethysmography (PPG) sensor can be applied to measure the situation and function of human blood circulation. The PPG sensor is not only existed the characteristics of simple, convenient and low price but also easy non-invasive to measure physiological signal. The advantage of PPG signal is easy to measure from various sensing location. The physiological information of the clinical detection method is broadly implemented for such type. In this paper, we utilize “the green LED reflective” PPG sensor to capture physiological signals operated in static and exercise modes. Therefore, we adopted the short-term measurement in 5 min. Those captured signals are divided into five segments and 1 min for each segment. We calculated heart beats per minute and heart rate variability (HRV) operated in time domain analysis criteria. The related theory of short-time Fourier transform (STFT) combined with power spectral density (PSD) is implemented for finding HRV in frequency domain analysis. Then, we derived random process theory and the autocorrelation function which are verified the PPG measurement is stationary process or not. In the future experiment, we can compare the 24 h data with the previous results. Consequently, we apply the physical health status monitoring of long-term and short-term modes to observe subject varies of HRV and ANS after listening music concurrently.

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

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+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 "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
1.
Zurück zum Zitat Fu, T.-H. (2010). Application of time–frequency analysis of infrared plethysmograph waveform. International Journal of Advanced Information Technologies, 4(6), 105–118. Fu, T.-H. (2010). Application of time–frequency analysis of infrared plethysmograph waveform. International Journal of Advanced Information Technologies, 4(6), 105–118.
2.
Zurück zum Zitat Weng, K.-P., Ho, T.-Y., Ou, S.-F., Lin, C.-C., & Hsieh, K.-S. (2009). Analysis of heart rate variability. Taiwan Medical Journal, 52(6), 12–13. Weng, K.-P., Ho, T.-Y., Ou, S.-F., Lin, C.-C., & Hsieh, K.-S. (2009). Analysis of heart rate variability. Taiwan Medical Journal, 52(6), 12–13.
3.
Zurück zum Zitat Liu, S.-H., Chang, K.-M., & Fu, T.-H. (2010). Heart rate extraction from photoplethysmogram on fuzzy logic discriminator. Journal of Engineering Applications of Artificial Intelligence, 23(9), 968–977.CrossRef Liu, S.-H., Chang, K.-M., & Fu, T.-H. (2010). Heart rate extraction from photoplethysmogram on fuzzy logic discriminator. Journal of Engineering Applications of Artificial Intelligence, 23(9), 968–977.CrossRef
4.
Zurück zum Zitat Li, X.-E., Fang, J.-C., & Li, Y.-D. (2009). Measurement and analysis of PPG signal (pp. 4–7). Taichung: Feng Chia University. Li, X.-E., Fang, J.-C., & Li, Y.-D. (2009). Measurement and analysis of PPG signal (pp. 4–7). Taichung: Feng Chia University.
6.
Zurück zum Zitat Appel, L. J., Brands, M. W., Daniels, S. R., Karanja, N., Elmer, P. J., & Sacks, F. M. (2006). Dietary approaches to prevent and treat hypertension: a scientific statement from the American Heart Association. Hypertension, 47, 296.CrossRef Appel, L. J., Brands, M. W., Daniels, S. R., Karanja, N., Elmer, P. J., & Sacks, F. M. (2006). Dietary approaches to prevent and treat hypertension: a scientific statement from the American Heart Association. Hypertension, 47, 296.CrossRef
7.
Zurück zum Zitat Boundless. Introduction to Blood Pressure. Boundless Anatomy and Physiology. Boundless, 21 July 2015. Retrieved 27 Jan 2016. Boundless. Introduction to Blood Pressure. Boundless Anatomy and Physiology. Boundless, 21 July 2015. Retrieved 27 Jan 2016.
12.
Zurück zum Zitat Guyomard, J., & Stortelder, R. (2015). Heart rate measurement through PPG: Heartbeat measurement in a wireless headset (pp. 5–6). Delft: The Delft University of Technology. Guyomard, J., & Stortelder, R. (2015). Heart rate measurement through PPG: Heartbeat measurement in a wireless headset (pp. 5–6). Delft: The Delft University of Technology.
14.
Zurück zum Zitat Liangfang, Y.I.N., Yuanqing, X.I.A.O., Zhenyu, X.U. (2013). A new principle based on Pearson correlation coefficient to avoid mal-operation of the restricted earth fault protection. In 22nd international conference on electricity distribution Stockholm. Liangfang, Y.I.N., Yuanqing, X.I.A.O., Zhenyu, X.U. (2013). A new principle based on Pearson correlation coefficient to avoid mal-operation of the restricted earth fault protection. In 22nd international conference on electricity distribution Stockholm.
15.
Zurück zum Zitat Malik, M. (1996). Heart rate variability. European Heart Journal, 444, 354–381.CrossRef Malik, M. (1996). Heart rate variability. European Heart Journal, 444, 354–381.CrossRef
16.
Zurück zum Zitat Kautzner, J. (1995). Reproducibility of heart rate variability measurement. In M. Malik & A. J. Camm (Eds.), Heart rate variability (pp. 165–171). Armonk: Futura Publishing Co., Inc. Kautzner, J. (1995). Reproducibility of heart rate variability measurement. In M. Malik & A. J. Camm (Eds.), Heart rate variability (pp. 165–171). Armonk: Futura Publishing Co., Inc.
17.
Zurück zum Zitat Kamath, M. V., Watanabe, M. A., & Upton, A. R. M. (2011). Heart rate variability: A historical perspective. Department of Physiology and Cell Biology, the Ohio State University Columbus, OH, USA. Frontiers in Physiology, 2(86), 86. doi:10.3389/fphys.2011.00086. Kamath, M. V., Watanabe, M. A., & Upton, A. R. M. (2011). Heart rate variability: A historical perspective. Department of Physiology and Cell Biology, the Ohio State University Columbus, OH, USA. Frontiers in Physiology, 2(86), 86. doi:10.​3389/​fphys.​2011.​00086.
20.
Zurück zum Zitat Moissl, U., Garzotto, F., Signorini, M. G., Cruz, D., Tetta, C., Ronco, C., Gatti, E., & Cerutti, S. (2010) Study of the autonomic response in hemodialysis patients with different fluid overload levels. In Annual international conference of the IEEE, engineering in medicine and biology society (EMBC) (pp. 3796–3799). Moissl, U., Garzotto, F., Signorini, M. G., Cruz, D., Tetta, C., Ronco, C., Gatti, E., & Cerutti, S. (2010) Study of the autonomic response in hemodialysis patients with different fluid overload levels. In Annual international conference of the IEEE, engineering in medicine and biology society (EMBC) (pp. 3796–3799).
22.
Zurück zum Zitat Peng, R.-C., Zhou, X.-L., Lin, W.-H., & Zhang, Y.-T. (2015). Extraction of heart rate variability from smartphone photoplethysmograms. Computational and Mathematical Methods in Medicine, 2015, 11. (Article ID 516826).MathSciNetCrossRef Peng, R.-C., Zhou, X.-L., Lin, W.-H., & Zhang, Y.-T. (2015). Extraction of heart rate variability from smartphone photoplethysmograms. Computational and Mathematical Methods in Medicine, 2015, 11. (Article ID 516826).MathSciNetCrossRef
24.
Zurück zum Zitat Schwa, P. J., & Stone, H. L. (1982). The role of the autonomic nervous system in sudden coronary death. Annals of the New York Academy of Sciences, 382, 162–180.CrossRef Schwa, P. J., & Stone, H. L. (1982). The role of the autonomic nervous system in sudden coronary death. Annals of the New York Academy of Sciences, 382, 162–180.CrossRef
Metadaten
Titel
The PPG Physiological Signal for Heart Rate Variability Analysis
verfasst von
Gwo-Jia Jong
Aripriharta
Gwo-Jiun Horng
Publikationsdatum
08.08.2017
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 4/2017
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-017-4777-z

Weitere Artikel der Ausgabe 4/2017

Wireless Personal Communications 4/2017 Zur Ausgabe

Neuer Inhalt