Respiratory rate extraction via an autoregressive model using the optimal parameter search criterion

Annals of Biomedical Engineering

Volumn 38, Issue 10, 2010, Pages 3218-3225

  Lee, J ^a   Chon, K H ^a  

^a Worcester Polytechnic Institute   (United States)

Author keywords

AR model; Optimal parameter search; Pulse oximeter; Respiratory rate; Time frequency spectrum

Indexed keywords

AR MODELS; OPTIMAL PARAMETER; PULSE OXIMETER; RESPIRATORY RATE; TIME-FREQUENCY SPECTRUM;

ALGORITHMS; ARGON; NONINVASIVE MEDICAL PROCEDURES; OPTIMIZATION; POLES; SPECTROSCOPY;

OXIMETERS;

ARTICLE; BIOLOGICAL MODEL; BREATHING RATE; COMPUTER SIMULATION; FEMALE; HUMAN; MALE; METHODOLOGY; OXIMETRY; PHOTOELECTRIC PLETHYSMOGRAPHY; PHYSIOLOGY;

COMPUTER SIMULATION; FEMALE; HUMANS; MALE; MODELS, BIOLOGICAL; OXIMETRY; PHOTOPLETHYSMOGRAPHY; RESPIRATORY RATE;

EID: 77956766214     PISSN: 00906964     EISSN: 15739686     Source Type: Journal    
DOI: 10.1007/s10439-010-0080-9     Document Type: Article

References (14)

1. JG Ables 1974 Maximum entropy spectral analysis Astron. Astrophys. Suppl. 15 1 383 393
2. Burg, J. P. Maximum entropy spectral analysis. In: Proc. 37th Annu. Int. SEG Meet. Oklahoma City, 1967
3. KH Chon S Dash K Ju 2009 Estimation of respiratory rate from photoplethysmogram data using time-frequency spectral estimation IEEE Trans. Biomed. Eng. 56 8 2054 2063 10.1109/TBME.2009.2019766 19369147
4. L Faes G Nollo KH Chon 2008 Assessment of Granger causality by nonlinear model identification: application to short-term cardiovascular variability Ann. Biomed. Eng. 36 3 381 395 10.1007/s10439-008-9441-z 18228143
5. SG Fleming 2007 A Comparison of signal processing techniques for the extraction of breathing rate from the photoplethysmogram Int. J. Biomed. Sci. 2 1 232 236
6. S Lu KH Ju KH Chon 2001 A new algorithm for linear and nonlinear ARMA model parameter estimation using affine geometry IEEE Trans. Biomed. Eng. 48 10 1116 1124 1:STN:280:DC%2BD3MrjslOgsg%3D%3D 10.1109/10.951514 11585035 (Pubitemid 32884188)
7. Marple, J. S. L. Digital Spectral Analysis with Applications. Englewood Cliffs, NJ: Prentice-Hall, 1987.
8. KH Shelley AA Awad RG Stout DG Silverman 2006 The use of joint time frequency analysis to quantify the effect of ventilation on the pulse oximeter waveform J. Clin. Monit. Comput. 20 2 81 87 10.1007/s10877-006-9010-7 16779621 (Pubitemid 43899087)
9. N Trainin M Burger AM Kaye 1967 Some characteristics of a thymic humoral factor determined by assay in vivo of DNA synthesis in lymph nodes of thymectomized mice Biochem. Pharmacol. 16 4 711 720 1:CAS:528:DyaF2sXktVWhtLo%3D 10.1016/0006-2952(67)90084-6 6033790
10. H Wang S Lu K Ju KH Chon 2002 A new approach to closed-loop linear system identification via a vector autoregressive model Ann. Biomed. Eng. 30 9 1204 1214 10.1114/1.1521416 12502231
11. H Wang K Siu K Ju KH Chon 2006 A high resolution approach to estimating time-frequency spectra and their amplitudes Ann. Biomed. Eng. 34 2 326 338 10.1007/s10439-005-9035-y 16463086
12. X Xiao Y Li R Mukkamala 2005 A model order selection criterion with applications to cardio-respiratory-renal systems IEEE Trans. Biomed. Eng. 52 3 445 453 10.1109/TBME.2004.843285 15759574 (Pubitemid 40343741)
13. R Zou KH Chon 2004 Robust algorithm for estimation of time-varying transfer functions IEEE Trans. Biomed. Eng. 51 2 219 228 10.1109/TBME.2003. 820381 14765694 (Pubitemid 38133601)
14. R Zou H Wang KH Chon 2003 A robust time-varying identification algorithm using basis functions Ann. Biomed. Eng. 31 7 840 853 10.1114/1.1584683 12971616