Respiratory rate extraction from pulse oximeter and electrocardiographic recordings

Physiological Measurement

Volumn 32, Issue 11, 2011, Pages 1763-1773

  Lee, Jinseok ^a   Florian, John P ^b   Chon, Ki H ^a  

^a Worcester Polytechnic Institute   (United States)

^b Navy Experimental Diving Unit   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTROCARDIOGRAPHY; EXTRACTION; NONINVASIVE MEDICAL PROCEDURES; PHOTOPLETHYSMOGRAPHY;

A-PARTICLES; BREATHING RATE; ELECTROCARDIOGRAM SIGNAL; FILTER METHOD; PARTICLE FILTER; PHOTOPLETHYSMOGRAM; PULSE OXIMETERS; RESPIRATORY RATE; RESPIRATORY RATE ESTIMATIONS; SPONTANEOUS BREATHING;

OXIMETERS;

EID: 80055053769     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/32/11/S04     Document Type: Article

References (25)

1. Addison P S and Watson J N 2004 Secondary transform decoupling of shifted nonstationary signal modulation components: application to photoplethysmograph Int. J. Wavelets Multiresolut. Inf. Process. 2 43-57
2. Allison R D, Holmes E L and Nyboer J 1964 Volumetric dynamics of respiration as measured by electrical impedance plethysmography J. Appl. Physiol. 19 166-73
3. Arulampalam M S, Maskell S, Gordon N and Clapp T 2002 A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking IEEE Trans. Signal Process. 50 174-88 (Pubitemid 34291500)
4. Ashutosh K, Gilbert R, Auchincloss J H, Erlebacher J and Peppi D 1974 Impedance pneumograph and magnetometer methods for monitoring tidal volume J. Appl. Physiol. 37 964-6
5. Bar-Shalom Y 1990 University of California, Los Angeles University Extension Multitarget-Multisensor Tracking: Applications and Advances (Boston, MA: Artech House)
6. Chon K H, Dash S and Ju K 2009 Estimation of respiratory rate from photoplethysmogram data using time-frequency spectral estimation IEEE Trans. Biomed. Eng. 56 2054-63
7. Clifton D, Douglas J G, Addison P S and Watson J N 2007 Measurement of respiratory rate from the photoplethysmogram in chest clinic patients J. Clin. Monit. Comput. 21 55-61 (Pubitemid 46206455)
8. Dash S, Shelley K H, Silverman D G and Chon K H 2010 Estimation of respiratory rate from ECG, photoplethysmogram, and piezoelectric pulse transducer signals: a comparative study of time-frequency methods IEEE Trans. Biomed. Eng. 57 1099-107
9. Franklin B A, Whaley M H and Howley E T 2000 American College of Sports Medicine, ACSM's Guidelines for Exercise Testing and Prescription (Philadephia, PA: Lippincott Williams and Wilkins)
10. Hamilton L H, Beard J D, Carmean R E and Kory R C 1967 An electrical impedance ventilometer to quantitate tidal volume and ventilation Med. Res. Eng. 6 11-6
11. Hasselgren M, Arne M, Lindahl A, Janson S and Lundback B 2001 Estimated prevalences of respiratory symptoms, asthma and chronic obstructive pulmonary disease related to detection rate in primary health care Scand. J. Prim. Health Care 19 54-7 (Pubitemid 32230105)
12. Lee J and Chon K H 2010a An autoregressive model-based particle filtering algorithms for extraction of respiratory rates as high as 90 breaths per minute from pulse oximeter IEEE Trans. Biomed. Eng. 57 2158-67
13. Lee J and Chon K H 2010b Respiratory rate extraction via an autoregressive model using the optimal parameter search criterion Ann. Biomed. Eng. 38 3218-25
14. Lee J and Chon K 2011 Time-varying autoregressive model-based multiple modes particle filtering algorithm for respiratory rate extraction from pulse oximeter IEEE Trans. Biomed. Eng 58 7904
15. Leonard P, Beattie T F, Addison P S and Watson J N 2003 Standard pulse oximeters can be used to monitor respiratory rate Emerg. Med. J. 20 524-5 (Pubitemid 37479425)
16. Marks M K, South M and Carter B G 1995 Measurement of respiratory rate and timing using a nasal thermocouple J. Clin. Monit. Comput. 11 159-64
17. 2 in children J. Clin. Monit. Comput. 16 259-62 (Pubitemid 32435526)
18. Rantonen T, Jalonen J, Gronlund J, Antila K, Southall D and Valimaki I 1998 Increased amplitude modulation of continuous respiration precedes sudden infant death syndrome - detection by spectral estimation of respirogram Early Hum. Dev. 53 53-63 (Pubitemid 28479744)
19. Wang H, Lu S, Ju K and Chon K H 2002 A new approach to closed-loop linear system identification via a vector autoregressive model Ann. Biomed. Eng. 30 1204-14
20. Wang H, Siu K, Ju K and Chon K H 2006 A high resolution approach to estimating time-frequency spectra and their amplitudes Ann. Biomed. Eng. 34 326-38
21. Yoshida Y, Yokoyama K and Ishii N 2007 Real-time continuous estimation of respiratory frequency during sleep based on heart rate time series Conf. Proc. IEEE. Eng. Med. Biol. Soc. 2007 648-51
22. Younes M 2008 Role of respiratory control mechanisms in the pathogenesis of obstructive sleep disorders J. Appl. Physiol. 105 1389-405
23. Yu J-X, Tang Y-L and Liu W-J 2010 Adaptive mutation particle filter based on diversity guidance Int. Conf. on Machine Learning and Cybernetics (Qingdao) pp 369-74
24. Zhao H, Zou R and Chon K H 2004 Estimation of time-varying coherence function using time-varying transfer functions Conf. Proc. IEEE Eng. Med. Biol. Soc. 1 298-301 (Pubitemid 40043840)
25. Zou R, Wang H and Chon K H 2003 A robust time-varying identification algorithm using basis functions Ann. Biomed. Eng. 31 840-53