Monitoring breathing via signal strength in wireless networks

IEEE Transactions on Mobile Computing

Volumn 13, Issue 8, 2014, Pages 1774-1786

  Patwari, Neal ^a   Wilson, Joey ^b   Ananthanarayanan, Sai ^c   Kasera, Sneha K ^a   Westenskow, Dwayne R ^d  

^a University of Utah   (United States)

^b Xandem Technology   (United States)

^c MOTOROLA INC   (United States)

^d UNIVERSITY OF UTAH SCHOOL OF MEDICINE   (United States)

Author keywords

health care; radio propagation; sensing; statistical signal processing; Wireless sensor networks

Indexed keywords

DIRECTIVE ANTENNAS; EXPERIMENTS; HEALTH CARE; MAXIMUM LIKELIHOOD ESTIMATION; RADIO TRANSMISSION; RADIO WAVES; SIGNAL PROCESSING; WIRELESS SENSOR NETWORKS;

DIRECTIONAL ANTENNA; FIRST-ORDER APPROXIMATIONS; MAXIMUM LIKELIHOOD ESTIMATORS (MLE); RECEIVED SIGNAL STRENGTH; RELIABLE DETECTION; SENSING; SINUSOIDAL VARIATIONS; STATISTICAL SIGNAL PROCESSING;

RSS;

EID: 84904176202     PISSN: 15361233     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMC.2013.117     Document Type: Article

References (31)

1. H. Hill et al., "Steady-state infusions of opioids in human. II. Concentration-effect relationships and therapeutic margins" Pain, vol. 43, no. 1, pp. 69-79, 1990 (Pubitemid 20345559)
2. R. Litman, "Conscious sedation with remifentanil during painful medical procedures" J. Pain Sympt. Manag., vol. 19, no. 6, pp. 468-471, 2000 (Pubitemid 30447372)
3. F. Michahelles, R. Wicki, and B. Schiele, "Less contact: Heart-rate detection without even touching the user" in Proc. 8th ISWC, vol. 1. 2004, pp. 4-7 (Pubitemid 40701043)
4. T. Santiago and N. Edelman, "Opioids and breathing" J. Appl. Physiol., vol. 59, no. 6, p. 1675, 1985
5. A. N. Vgontzas and A. Kales, "Sleep and its disorders" Annu. Rev. Med., vol. 50, no. 1, pp. 387-400, 1999 (Pubitemid 29117074)
6. S. Venkatesh, C. Anderson, N. Rivera, and R. Buehrer, "Implementation and analysis of respiration-rate estimation using impulse-based UWB" in Proc. IEEE MILCOM, Atlantic City, NJ, USA, 2006, pp. 3314-3320
7. P. Sebel, M. Stoddart, R. E. Waldhorn, C. Waldman, and P. Whitfield, Respiration: The Breath of Life. New York, NY, USA: Torstar Books, 1985
8. J. F. Murray, The Normal Lung: The Basis for Diagnosis and Treatment of Pulmonary Disease, 2nd ed. Philadelphia, PA, USA: W. B. Saunders Co., 1986
9. J. Wilson, and N. Patwari, "See through walls: Motion tracking using variance-based radio tomography networks" IEEE Trans. Mobile Comput., vol. 10, no. 5, pp. 612-621, May 2011
10. J. Wilson and N. Patwari, "A fade level skew-Laplace signal strength model for device-free localization with wireless networks" IEEE Trans. Mobile Comput., vol. 11, no. 6, pp. 947-958, Jun. 2012
11. N. Patwari, L. Brewer, Q. Tate, O. Kaltiokallio, and M. Bocca, "Breathfinding: A wireless network that monitors and locates breathing in a home" IEEE J. Sel. Topics Signal Process., vol. 8, no. 1, pp. 30-42, Nov. 2013
12. S. Venkatesh, C. Anderson, and R. Buehrer, "Implementation and analysis of respiration-rate estimation using impulse-based UWB" in Proc. IEEE 2005 MILCOM, vol. 5. Atlantic City, NJ, USA
13. O. Aardal, S.-E. Hamran, T. Berger, J. Hammerstad, and T. S. Lande, "Radar cross section of the human heartbeat and respiration in the 500MHz to 3GHz band" in Proc. 2011 IEEE RWS, Phoenix, AZ, USA, pp. 422-425
14. H. Hashemi, "The indoor radio propagation channel" Proc. IEEE, vol. 81, no. 7, pp. 943-968, Jul. 1993
15. S. M. Kay, Fundamentals of Statistical Signal Processing: Estimation Theory. Upper Saddle Ricer, NJ, USA: Prentice Hall, 1993
16. J. Wilson, Spin: TinyOS Code for RSS Collection [Online]. Available: http://span.ece.utah.edu/spin
17. T. Cook, N. Woodall, J. Harper, and J. Benger, "Major complications of airway management in the U.K.: Results of the fourth national audit project of the Royal College of Anaesthetists and the Difficult Airway Society. Part 2: Intensive care and emergency departments" Br. J. Anaesthesia, vol. 106, no. 5, pp. 632-642, 2011
18. M. Aurore Cote, C. Hum, M. Robert T. Brouillette, and M. Themens, "Frequency and timing of recurrent events in infants using home cardiorespiratory monitors" J. Pediatr., vol. 132, no. 5, pp. 783-789, May 1998 (Pubitemid 28232927)
19. B. E. Hill, "Development of an acoustic respiratory monitor" Ph.D. Dissertation, Univ. Utah, Salt Lake City, UT, USA, 2011
20. M. Nowogrodzki, D. Mawhinney, and H. Milgazo, "Non-invasive microwave instruments for the measurement of respiration and heart rates" in Proc. Nat. Aerospace Electron. Conf., 1984, pp. 958-960 (Pubitemid 14633620)
21. J. Whitney, L. Solomon, "Respiration rate signal extraction from heart rate" Proc. SPIE, vol. 4368, p. 104, Aug. 2001
22. A. Droitcour, O. Boric-Lubecke, and G. Kovacs, "Signal-to-noise ratio in Doppler radar system for heart and respiratory rate measurements" IEEE Trans. Microwave Theory Tech., vol. 57, no. 10, pp. 2498-2507, Oct. 2009
23. W. Massagram, V. Lubecke, A. Host-Madsen, and O. Boric-Lubecke, "Assessment of heart rate variability and respiratory sinus arrhythmia via Doppler radar" IEEE Trans. Microwave Theory Tech., vol. 57, no. 10, pp. 2542-2549, Oct. 2009
24. T. Ballal, R. Shouldice, C. Heneghan, and A. Zhu, "Breathing rate estimation from a non-contact biosensor using an adaptive IIR notch filter" in Proc. IEEE Topical Conf. Biomedical Wireless Technologies, Networks, Sensing Systems, Santa Clara, CA, USA, Jan. 2012, pp. 5-8
25. Y. Chen and P. Rapajic, "Human respiration rate estimation using ultra-wideband distributed cognitive radar system" Int. J. Automat. Comput., vol. 5, no. 4, pp. 325-333, 2008
26. Y. Kilic, H. Wymeersch, A. Meijerink, M. J. Bentum, and W. G. Scanlon. (Mar. 2013). "UWB device-free person detection and localization" Tech. Rep. 1303.4092 [cs.ET] [Online]. Available: arxiv.org
27. N. Rivera, S. Venkatesh, C. Anderson, and R. Buehrer, "Multitarget estimation of heart and respiration rates using ultra wideband sensors" in Proc. 14th European Signal Processing Conf., 2006
28. C. Li and J. Lin, "Recent advances in Doppler radar sensors for pervasive healthcare monitoring" in Proc. 2010 Asia-Pacific Microwave Conf., Yokohama, Japan, pp. 283-290
29. A. Droitcour et al., "Non-contact respiratory rate measurement validation for hospitalized patients" in Proc. 2009 Engineering in Medicine and Biology Society Conf., Minneapolis, MN, USA, pp. 4812-4815
30. M. Baboli, A. Sharafi, A. Ahmadian, and M. S. Nambakhsh, "An accurate and robust algorithm for detection of heart and respiration rates using an impulse based UWB signal" in Proc. ICBPE, 2009, pp. 1-4
31. Novelda AS. Nanoscale Impulse Radar Development Kits [Online]. Available: http://www.novelda.no