Noninvasive cuffless blood pressure estimation using pulse transit time and Hilbert-Huang transform

Computers and Electrical Engineering

Volumn 39, Issue 1, 2013, Pages 103-111

  Choi, Younhee ^a   Zhang, Qiao ^a   Ko, Seokbum ^a  

^a UNIVERSITY OF SASKATCHEWAN   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ARTERIAL STIFFNESS; BLOOD PRESSURE ESTIMATION; CHARACTERISTIC POINT; CONTINUOUS DATA; CUFFLESS; HILBERT HUANG TRANSFORMS; NONSTATIONARY; PARAMETER VECTORS; PHOTOPLETHYSMOGRAM; PULSE TRANSIT TIME; RECALIBRATIONS; RECURSIVE LEAST SQUARE ALGORITHM; SIGNAL PROCESSING TECHNOLOGIES;

ALGORITHMS; CALIBRATION; ELECTROCARDIOGRAPHY; SIGNAL PROCESSING;

BLOOD PRESSURE;

EID: 84874107057     PISSN: 00457906     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compeleceng.2012.09.005     Document Type: Article

References (31)

1. G. Bojanov P.A. Iaizzo, Handbook of cardiac anatomy, physiology, and devices 2005 Humana Press Totowa (NJ)
2. R. Miller Anesthesia fifth ed. 2000 Churchill Livingstone
3. H. Smulyan, and M. Safar Blood pressure measurement: retrospective and prospective views Am J Hypertens 24 6 2011 628 634
4. N.E. Huang, and S.S. Shen Hilbert-Huang Transform and its applications 2005 World Scientific Publishing Co. Ltd.
5. J. Jilek, and T. Fukushima Oscillometric blood pressure measurement: the methodology some observations and suggestions Biomed Instrum Technol 39 2005 237 241
6. S. Ahmad, S. Chen, K. Soueidan, I. Batkin, M. Bolic, and H. Dajani Electrocardiogram-assisted blood pressure estimation IEEE Trans Biomed Eng 59 3 2012 608 618
7. Zhang G, Gao M, Mukkamala R. Robust, beat-to-beat estimation of the true pulse transit time from central and peripheral blood pressure or flow waveforms using an arterial tube-load model. In: Annual international conference of the IEEE engineering in medicine and biology society, Boston, USA; 2011. p. 4291-4.
8. D. Xu, K. Ryan, C. Rickards, G. Zhang, V. Convertino, and R. Mukkamala Improved pulse transit time estimation by system identification analysis of proximal and distal arterial waveforms Am J Physiol-Heart Circul Physiol 301 2011 H1389 H1395
9. C. Ahlstrom, A. Johansson, T.L.F. Uhlin, and P. Ask Noninvasive investigation of blood pressure changes using the pulse wave transit time: a novel approach in the monitoring of hemodialysis patients Japan Soc Artif Organs 8 2005 192 197
10. J. Foo, and C. Lim Pulse transit time as an indirect marker for variations in cardiovascular related reactivity Technol Health Care 14 2 2006 97 108
11. Ma T, Zhang YT. A correlation study on the variabilities in pulse transit time, blood pressure, and heart rate recorded simultaneously from healthy subjects. In: Annual international conference of the IEEE engineering in medicine and biology society, Shanghai, China; 2005. p. 996-9.
12. X.F. Teng, and Y.T. Zhang Theoretical study on the effect of sensor contact force on pulse transit time IEEE Trans Biomed Eng 54 8 2007 1490 1498
13. Poon CCY, Zhang YT. Using the changes in hydrostatic pressure and pulse transit time to measure arterial blood pressure. In: Annual international conference of the IEEE engineering in medicine and biology society, Lyon, France, August 23-26; 2007. p. 2336-7.
14. Lass J, Meigas K, Karai D, Kattai R, Kaik J, Rossmann M. Continuous blood pressure monitoring during exercise using pulse wave transit time measurement. In: Annual international conference of the IEEE engineering in medicine and biology society, San Francisco, CA, USA, September 1-5; 2004. p. 2239-42.
15. N.E. Huang, S.R. Long, and Z. Shen The mechanism for frequency downshift in nonlinear wave evolution Adv Appl Mech 32 1996 59 117
16. N.E. Huang, Z. Shen, S.R. Long, M.C. Wu, H.H. Shih, and Q. Zheng The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis Proc Roy Soc Lond A 454 1998 903 995
17. Michael Small Estimating the distribution of dynamic invariants: illustrated with an application to human photo-plethysmographic time series Nonlinear Biomed Phys 1 2007 1 8
18. L. Cuiwei, Z. Chongxun, and T. Changfeng Detection of ECG characteristic points using wavelet transforms IEEE Trans Biomed Eng 42 1995 21 28
19. Fung P, Dumont G, Ries C, Mott C, Ansermino M. Continuous noninvasive blood pressure measurement by pulse transit time. In: Annual international conference of the IEEE engineering in medicine and biology society, San Francisco, CA, USA, September 1-5; 2004. p. 738-41.
20. Li D, Pan Y, Chen H, Ye S, Yan H. The establishment of a non-invasive continuous blood pressure measure system based on pulse transit time. In: International conference on bioinformatics and biomedical engineering, Shanghai, China, May 16-18; 2008. p. 1624-7.
21. Teng X, Zhang Y. Continuous and noninvasive estimation of arterial blood pressure using a photoplethysmographic approach. In: Annual international conference of the IEEE engineering in medicine and biology society, Cancun, Mexico, September 17-21; 2003. p. 3153-6.
22. J. Foo, and S. Wison Clinical applications of pulse transit time in paediatric critical care J Med Eng Technol 33 1 2009 7986
23. Park E, Cho B, Park S, Lee J, Kim I, S. Kim, Continuous measurement of systolic blood pressure using the PTT and other parameters. In: Annual international conference of the IEEE engineering in medicine and biology society, Shanghai, China, September 1-4; 2005. p. 3555-8.
24. W. Chen, T. Kobayashi, S. Lchikawa, Y. Takeuchi, and T. Togawa Continuous estimation of systolic blood pressure using the pulse arrival time and intermittent calibration Med Biol Eng Comput 38 2000 569 574
25. F. Cattivelli, and H. Garudadri Noninvasive cuffless estimation of blood pressure from pulse arrival time and heart rate with adaptive calibration Body Sensor Netw 2009 114 119
26. M.M. Wong, E. MacPherson, and Y. Zhang The acute effects of running on blood pressure estimation using pulse transit time in normotensive subjects Eur J Appl Physiol 107 2009 169 175
27. Deb S, Nanda C, Goswami D, Mukhopadhyay J, Chakrabarti S. Cuff-less estimation of blood pressure using pulse transit time and pre-ejection period. In: International conference on convergence information technology; 2007. p. 941-44.
28. F. Ding, and T. Chen Performance analysis of multi-innovation gradient type identification methods Automatica 43 2007 1 14
29. J. Zhang, F. Ding, and Y. Shi Self-tuning control algorithms based on multi-innovation stochastic gradient parameter estimation Syst Control Lett 58 1 2009 69 75
30. Poon C, Zhang Y. Cuff-less and non-invasive measurement of arterial blood pressure by pulse transit time. In: Proceeding of the IEEE engineering in medicine and biology 27th annual conference, Shanghai, China; 2005. p. 5877-80.
31. Teng X, Zhang Y. An evaluation of a PTT-based method for noninvasive and cuffless estimation of arterial blood pressure. In: Annual international conference of the IEEE engineering in medicine and biology society, New York City, USA; August 2006. p. 6049-52.