Real-time monitoring of respiration rhythm and pulse rate during sleep

IEEE Transactions on Biomedical Engineering

Volumn 53, Issue 12, 2006, Pages 2553-2563

  Zhu, Xin ^a   Chen, Wenxi ^a   Nemoto, Tetsu ^b   Kanemitsu, Yumi ^c   Kitamura, Kei Ichiro ^b   Yamakoshi, Ken Ichi ^b   Wei, Daming ^a  

^a UNIVERSITY OF AIZU   (Japan)

^b KANAZAWA UNIVERSITY   (Japan)

^c SRI R and D Ltd   (Japan)

Author keywords

trous algorithm; Pulse rate; Real time monitor; Respiration rhythm; Sleep monitor; Wavelet transformation

Indexed keywords

DATA PROCESSING; DISEASES; REAL TIME SYSTEMS; RESPIRATORY SYSTEM; THERMISTORS; WAVELET TRANSFORMS;

ATROUS ALGORITHM; PULSE RATE; REAL-TIME MONITOR; RESPIRATION RHYTHM; SLEEP MONITOR;

PATIENT MONITORING;

ADULT; ARTICLE; BREATHING RATE; DATA ANALYSIS; FEMALE; HUMAN; HUMAN EXPERIMENT; MALE; MONITORING; NORMAL HUMAN; PHOTOELECTRIC PLETHYSMOGRAPHY; PREDICTION; PULSE RATE; SENSITIVITY ANALYSIS; SLEEP; THERMISTOR;

ADULT; ALGORITHMS; COMPUTER SYSTEMS; DIAGNOSIS, COMPUTER-ASSISTED; FEMALE; HEART RATE; HUMANS; MALE; MANOMETRY; POLYSOMNOGRAPHY; PRESSURE; RESPIRATORY MECHANICS; SLEEP;

EID: 33845863954     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2006.884641     Document Type: Article

References (30)

1. R. Wolk, A. S. Gami, A. Garcia-Touchard, and V. K. Somers, "Sleep and cardiovascular disease," Curr. Probl. Cardiol., vol. 30, no. 12, pp. 625-662, Dec. 2005.
2. T. L. Lee-Chiong Jr. and U. Magalang, "Monitoring respiration during sleep," Respir. Care Clin. N. Am., vol. 11, no. 4, pp. 663-678, Dec. 2005.
3. R. S. Leung, M. E. Bowman, T. M. Diep, G. Lorenzi-Filho, J. S. J. S. Floras, and T. D. Bradley, "Influence of Cheyne-Stokes respiration on ventricular response to atrial fibrillation in heart failure," J. Appl. Physiol., vol. 99, no. 5, pp. 1689-1696, Jun. 2005.
4. R. S. Leung, M. A. Huber, T. Rogge, N. Maimon, K. L. Chiu, and T. D. Bradley, "Association between atrial fibrillation and central sleep apnea," Sleep, vol. 28, no. 12, pp. 1543-1546, Dec. 2005.
5. R. J. Thomas, J. E. Mietus, C. K. Peng, and A. L. Goldberger, "An electrocardiogram-based technique to assess cardiopulmonary coupling during sleep," Sleep, vol. 28, no. 9, pp. 1151-1161, Sep. 2005.
6. M. R. Neuman, H. Watson, R. S. Mendenhall, J. T. Zoldak, J. M. Di Fiore, M. Peucker, T. M. Baird, D. H. Crowell, T. T. Hoppenbrouwers, D. Hufford, C. E. Hunt, M. J. Corwin, L. R. Tinsley, D. E. Weese-Mayer, and M. A. Sackner, "Cardiopulmonary monitoring at home: The CHIME monitor," Physiol. Meas., vol. 22, no. 2, pp. 267-286, May 2001.
7. L. G. Lindberg, H. Ugnell, and P. A. Oberg, "Monitoring of respiratory and heart rates using a fibre-optic sensor," Med. Biol. Eng. Comput., vol. 30, no. 5, pp. 533-537, Sep. 1992.
8. K. Nakajima, T. Tamura, and H. Miike, "Monitoring of heart and respiratory rates by photoplethysmography using a digital filtering technique," Med. Eng. Phys., vol. 18, no. 5, pp. 365-372, Jul. 1996.
9. G. Matthews, B. Sudduth, and M. Burrow, "A noncontact vital signs monitor," Crit. Rev. Biomed. Eng., vol. 28, no. 1-2, pp. 173-178, 2000.
10. G. B. Moody, R. G. Mark, A. Zoccola, and S. Mantero, "Derivation of respiratory signals from multi-lead ECGs," in Proc. Computers in Cardiology, 1985, vol. 12, pp. 113-116.
11. P. de Chazal, C. Heneghan, E. Sheridan, R. Reilly, P. Nolan, and M. O'Malley, "Automated processing of the single-lead electrocardiogram for the detection of obstructive sleep apnoea," IEEE Trans. Biomed. Eng., vol. 50, no. 6, pp. 686-696, Jun. 2003.
12. D. Dobrev and I. Daskalov, "Two-electrode telemetric instrument for infant heart rate and apnea monitoring," Med. Eng. Phys., vol. 20, no. 10, pp. 729-734, Dec. 1998.
13. K. Nakajima, H. Yamakose, H. Kuno, M. Nambu, T. Irie, M. Higuchi, A. Sahashi, and T. Tamura, "A pillow-shaped respiration monitor," (in Japanese) Life Support, vol. 13, no. 1, pp. 2-7, Jan. 2001.
14. K. Watanabe, T. Tasaki, T. Nemoto, K. Yamakoshi, and W. Chen, "Development of biometry system in the sleep by pillow cuff installed on the occiput," Trans. Jpn. Soc. Med. Biol. Eng., vol. 41, suppl. 1, p. 168, 2003.
15. M. Uchida, S. Ding, W. Chen, T. Nemoto, and D. Wei, "An approach for extractions of pulse and respiration information from pulsatile pressure signals," presented at the IEEE Asia-Pacific Biomed. Eng. Conf., Kyoto, Japan, Oct. 20-22, 2003.
16. Y. Kanemitsu, Y. Yamashita, T. Nemoto, S. Takada, K. Kitamura, K. Yamakoshi, and W. Chen, "Development of biometry system in the sleep," presented at the 43rd Annual Conf. Japanese Society Med. Biol. Eng., Kanazawa, Japan, May 19-21, 2004.
17. M. Akay, Time Frequency and Wavelets in Biomedical Signal Processing. Piscataway, NJ: IEEE Press, 1998.
18. C. Li, C. Zheng, and C. Tai, "Detection of ECG characteristic points using wavelet transformation," IEEE Trans. Biomed. Eng., vol. 42, pp. 21-28, Jan. 1995.
19. M. L. Hilton, "Wavelet and wavelet packet compression of electrocardiograms," IEEE Trans. Biomed. Eng., vol. 44, no. 5, pp. 394-402, May 1997.
20. A. Khamene and S. Negahdaripour, "A new method for the extraction of fetal ECG from the composite abdominal signals," IEEE Trans. Biomed. Eng., vol. 47, no. 4, pp. 507-516, Apr. 2000.
21. J. P. Martinez, R. Almeida, S. Olmos, A. P. Rocha, and P. Laguna, "A wavelet-based ECG delineator: Evaluation on standard databases," IEEE Trans. Biomed. Eng., vol. 51, no. 4, pp. 2464-2484, Apr. 2004.
22. W. Chen, X. Zhu, T. Nemoto, Y. Kanemitsu, K. Kitamura, and K. Yamakoshi, "Unconstrained detection of respiration rhythm and pulse rate with one under-pillow sensor during sleep," Med. Biol. Eng. Comput., vol. 43, no. 2, pp. 306-312, Mar. 2005.
23. S. Mallat and S. Zhong, "Characterization of signals from multi-scale edges," IEEE Trans. Pattern Anal. Mach. Intell., vol. 14, no. 7, pp. 710-732, Jul. 1992.
24. M. Shensa, "The discrete wavelet transformation, wedding the à trous and the Mallat algorithm," IEEE Trans. Signal Process., vol. 40, no. 10, pp. 2464-2484, Oct. 1992.
25. C. Taswell, "The what, how, and why of wavelet shrinkage denoising," Computing Sci. Eng., vol. 2, no. 3, pp. 12-19, May 2000.
26. A. P. Bradley, "Shift-invariance in the discrete wavelet transforms," in Proc. VIIth Digital Imaging Computing: Tech. and Appl., Sydney, Dec. 10-12, 2003, pp. 10-12.
27. I. Daubechies, Ten Lecture on Wavelets. Philadelphia, PA: SIAM, 1992, p. 279.
28. J. Pan and W. J. Tompkins, "A real-time QRS detection algorithm," IEEE Trans. Biomed. Eng., vol. 32, no. 3, pp. 230-236, Mar. 1985.
29. A. Hyvärinen, "Fast and robust fixed-point algorithms for independent component analysis," IEEE Trans. Neural Netw., vol. 10, no. 3, pp. 626-634, May 1999.
30. ANSI/AAMI EC13: Cardiac Monitors, Heart Rate Meters, and Alarms ANSI, 2002 [Online]. Available: http://webstore.ansi.org/ansidocstore/product.asp?sku= ANSI%2FAAMI+EC13-2002, 3rd