Estimation of breathing rate from respiratory sinus arrhythmia: Comparison of various methods

Annals of Biomedical Engineering

Volumn 36, Issue 3, 2008, Pages 476-485

  Schäfer, Axel ^a   Kratky, Karl W ^a  

^a UNIVERSITY OF VIENNA   (Austria)

Author keywords

Breathing rate; Heart rate variability (HRV); PhysioNet; Respiration; Respiratory frequency; Respiratory sinus arrhythmia (RSA)

Indexed keywords

APPROXIMATION THEORY; PHYSIOLOGICAL MODELS; PROSTHETICS; PULMONARY DISEASES;

ONLINE DATABASE; RESPIRATORY SINUS ARRHYTHMIA (RSA);

BIOMEDICAL ENGINEERING;

ADULT; AGED; ALGORITHM; ARTICLE; BREATHING MECHANICS; COMPARATIVE STUDY; COMPUTER ASSISTED DIAGNOSIS; ELECTROCARDIOGRAPHY; FEMALE; HEART RATE; HUMAN; LUNG FUNCTION TEST; MALE; METHODOLOGY; PATHOPHYSIOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SINUS ARRHYTHMIA;

ADULT; AGED; AGED, 80 AND OVER; ALGORITHMS; ARRHYTHMIA, SINUS; DIAGNOSIS, COMPUTER-ASSISTED; ELECTROCARDIOGRAPHY; FEMALE; HEART RATE; HUMANS; MALE; REPRODUCIBILITY OF RESULTS; RESPIRATORY FUNCTION TESTS; RESPIRATORY MECHANICS; SENSITIVITY AND SPECIFICITY;

EID: 39149121476     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-007-9428-1     Document Type: Article

References (15)

1. Bailón R., Sornmo L., Laguna P. (2006) A robust method for ECG-based estimation of the respiratory frequency during stress testing. IEEE Transact. Biomed. Eng. 53:1273-1285
2. Bettermann H., Engelke P., van Leeuwen P., Heckmann C. (1996) Determination of respiratory rate on the basis of respiratory sinus arrhythmia (in German). Biomed. Tech. 41:319-323
3. Denver J. W., Reed S. F., Porges S. W. (2007) Methodological issues in the quantification of respiratory sinus arrhythmia. Biol. Psychol. 74:286-294
4. Frühwirth, M. Methods for calculation of respiration rate and respiratory sinus arrhythmia from heart rate variability (in German). Master's thesis, Technical University of Graz, Austria, 2003
5. Goldberger, A. L. L., A. N. Amaral, L. Glass, J. M. Hausdorff, P. C. Ivanov, R. G. Mark, J. E. Mietus, G. B. Moody, C.-K. Peng, and H. E. Stanley. PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Circulation 101(23):e215-e220, 2000. Circulation Electronic Pages: http://www.circ.ahajournals.org/cgi/content/full/ 101/23/e215
6. Heckmann C., Schenk D. (1985) Klinisch-rhythmologische Aspekte der Momentanherzfrequenz-Analyse aus dem 24-h-EKG. Herzmedizin 8:134-145
7. Iyengar N., Peng C.-K., Morin R., Goldberger A. L., Lipsitz L. A. (1996) Age-related alterations in the fractal scaling of cardiac interbeat interval dynamics. Am. J. Physiol. 271:1078-1084
8. Lin L. I.-K. (1989) A concordance correlation coefficient to evaluate reproducibility. Biometrics 45:255-268
9. Mason, L. Signal processing methods for non-invasive respiration monitoring. PhD thesis, University of Oxford, UK, 2002. Available online at http://www.eng.ox.ac.uk/bsp/laura_thesis.pdf
10. Mason, C. L., and L. Tarassenko. Quantitative assessment of respiratory derivation algorithms. In: Proceedings of 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Istanbul, October 2001, pp. 1998-2001
11. Moody G. B., Mark R. G., Zoccola A., Mantero S. (1985) Derivation of respiratory signals from multi-lead ECGs. Comput. Cardiol. 12:113-116
12. Schäfer, A. The effect of light of various spectral composition on heart-rate variability (in German). PhD thesis, University of Vienna, Austria, 2004
13. Task Force of The European Society of Cardiology and The North American Society of Pacing and Electrocardiology. Heart rate variability standards of measurement, physiological interpretation, and clinical use. Eur. Heart J. 17:354-381, 1996
14. Yasuma F., Hayano J. (2004) Respiratory sinus arrhythmia: why does the heartbeat synchronize with respiratory rhythm? Chest 125:683-690
15. Zetterberg L. H. (1969) Estimation of parameter for linear difference equation with application to EEG analysis. Math. Biosci. 5:227-275