Comparative evaluation of susceptibility to motion artifact in different wearable systems for monitoring respiratory rate

IEEE Transactions on Information Technology in Biomedicine

Volumn 14, Issue 2, 2010, Pages 378-386

  Lanata, Antonio ^a   Scilingo, Enzo Pasquale ^a   Nardini, Elena ^a   Loriga, Giannicola ^b   Paradiso, Rita ^c   De Rossi, Danilo ^a  

^a UNIVERSITY OF PISA   (Italy)

^b D APPOLONIA S P A   (Italy)

^c SMARTEX srl   (Italy)

Author keywords

Plethysmography; Pneumography; Respiratory rate monitoring; Spirometer; Wearable systems

Indexed keywords

COMPARATIVE EVALUATIONS; CONTROLLED CONDITIONS; FACE MASKS; FREQUENCY DOMAINS; IMPEDANCE PLETHYSMOGRAPHY; INDIRECT METHODS; INDUCTIVE PLETHYSMOGRAPHIES; MONITORING SYSTEM; MOTION ARTIFACT; MOVEMENT ARTIFACTS; PHYSICAL EXERCISE; PIEZO-RESISTIVE; RESPIRATORY MEASUREMENTS; RESPIRATORY RATE; RESPIRATORY RATE MONITORING; WEARABLE SYSTEMS;

FREQUENCY DOMAIN ANALYSIS; PIEZOELECTRICITY; PLETHYSMOGRAPHY; SIGNAL RECONSTRUCTION; WEARABLE COMPUTERS;

MONITORING;

ADULT; AMBULATORY MONITORING; ARTICLE; ARTIFACT; BREATHING RATE; CLOTHING; COMPARATIVE STUDY; FEMALE; HUMAN; INSTRUMENTATION; MALE; METHODOLOGY; MOTOR ACTIVITY; NONPARAMETRIC TEST; PHYSIOLOGY; PLETHYSMOGRAPHY; SIGNAL PROCESSING; SPIROMETRY;

ADULT; ARTIFACTS; CLOTHING; FEMALE; HUMANS; MALE; MONITORING, AMBULATORY; MOTOR ACTIVITY; PLETHYSMOGRAPHY; RESPIRATORY RATE; SIGNAL PROCESSING, COMPUTER-ASSISTED; SPIROMETRY; STATISTICS, NONPARAMETRIC;

EID: 77949692505     PISSN: 10897771     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITB.2009.2037614     Document Type: Article

References (28)

1. A. Lymberis and A. Dittmar, "Advanced wearable health systems and applications," IEEE Eng. Med. Biol. Mag., vol.26, no.3, pp. 29-33, May/Jun. 2007.
2. E. P. Scilingo, A. Gemignani, R. Paradiso, N. Taccini, B. Ghelarducci, and D. D. Rossi, "Performance evaluation of sensing fabrics for monitoring physiological and biomechanical variables," IEEE Trans. Inf. Techinol. Biomed., vol.9, no.3, pp. 345-352, Sep. 2005.
3. O. L. Wade, "Movements of the thoracic cage and diaphragm in respiration," J. Physiol., vol.124, pp. 193-212, 1954.
4. J. Mead, N. Peterson, and G. Grimby, "Pulmonary ventilation measured from body surface movements," Science, vol.156, pp. 1383-1384, 1967.
5. S. Levine, D. Silage, and D. Henson, "Use of a triaxial magnetometer for respiratory measurements," J. Appl. Physiol., vol.70, pp. 2311-2321, 1991.
6. A. Peacock, A. Gourlay, and D. Denison, "Optical measurement of the change in trunk volume with breathing," Bull. Eur. Physiopathol. Respir., vol.21, pp. 125-129, 1985.
7. G. Ferrigno and A. Pedotti, "ELITE: A digital dedicated hardware system for movement analysis via real-time TV signal processing," IEEE Trans. Biomed. Eng., vol.BME-32, no.11, pp. 943-950, Nov. 1985.
8. J. S. Milledge and F. D. Stott, "Inductive plethysmography-A new respiratory transducer," J. Physiol., vol.267, pp. 4-5, 1977.
9. E. J. C. De Geus, G. H. M.Willemsen, C. H. A. M. Klaver, and L. J. P. van Doornen, "Ambulatory measurement of respiratory sinus arrhythmia and respiration rate," Biol. Psychol., vol.41, pp. 205-227, 1995.
10. D. De Rossi, F. Carpi, F. Lorussi, A.Mazzoldi, R. Paradiso, E. P. Scilingo, and A. Tognetti, "Electroactive fabrics and wearable biomonitoring devices," AUTEX Res. J., vol.3, no.4, pp. 50-54, Dec. 2003.
11. V.-P. Seppä, J. Väisänen, O. Lahtinen, and J. Hyttinen, "Assessment of breathing parameters during running with a wearable bioimpedance device," presented at the 4th Eur. Conf. Int. Fed. Med. Biol. Eng. (ECIFMBE), Antwerp, Belgium, Nov. 23-27, 2008.
12. J. M. Shneerson, Sleep Medicine: A Guide to Sleep and Its Disorders. Oxford, U.K.: Blackwell, 2005.
13. (2008, Jul.) [Online]. Available: http://www.biopac.com
14. (2008, Jul.) [Online]. Available: http://www.temec.com
15. A. S. Khalafalla, S. P. Stackhouse, and O. H. Schmitt, "Thoracic impedance gradient with respect to breathing," IEEE Trans. Biomed. Eng., vol.BME-17, no.3, pp. 191-198, Jul. 1970.
16. L. A. Geddes and L. E. Baker, Principles of Applied Biomedical Instrumentation.. New York: Wiley, 1989, pp. 566-576.
17. R. Paradiso, G. Loriga, and N. Taccini, "A wearable health care system based on knitted integrated sensors," IEEE, Trans. Inf. Technol. Biomed., vol.9, no.3, pp. 337-344, Sep. 2005.
18. M. Pacelli, G. Loriga, N. Taccini, and R Paradiso, "Sensing fabrics for monitoring physiological and biomechanical variables: E-textile solutions," presented at the 3rd IEEE-EMBS Int. Summer School Symp.Med. Devices Biosensors MIT, Boston, MA, Sep. 4-6, 2006.
19. Measurement Specialties. (2009). [Online]. Available: http://www. meas-spec.com/myMeas/sensors/cable.asp
20. L. C. Ludeman, Fundamental of Digital Signal Processing. NewYork: Wiley, 1986.
21. G. Birkhoff and C. R. De Boor, "Piecewise polynomial interpolation and approximation," in Proc. Gen. Motors Symp., 1965, pp. 164-190.
22. K. P. Cohen, W. M. Ladd, D. M. Beams, W. S. Sheers, R. G. Radwin, W. J. Tompkins, and J. G.Webster, "Comparison of impedance and inductive ventilation sensors on adults during breathing, motion, and simulated airway obstruction," IEEE Trans. Biomed. Eng., vol.44, no.7, pp. 555- 566, Jul. 1997.
23. H. Goldstein, Multilevel Statistical Models, 2nd ed. London, U.K.: Edward Arnold, 1995.
24. G. W. Snedecor and W. G. Cochran, Statistical Methods, 8th ed. Ames, IA: Iowa State Univ. Press, 1989.
25. J. H. Houtveen, P. F. C. Groot, and E. J. C. De Geus, "Validation of the thoracic impedance derived respiratory signal using multilevel analysis," Int. J. PsychopHys., vol.59, pp. 97-106, 2006.
26. C. Hamilton and J. Stamey, "Using Bland-Altman to assess agreement between two medical devices-Don't forget the confidence intervals!," J. Clin. Monit. Comput., vol.21, pp. 331-333, 2007.
27. J. M. Bland and D. G. Altman, "Statistical methods for assessing agreement between two methods of clinical measurement," Lancet, vol. i, pp. 307-310, 1986.
28. A. Schuster, "On the investigation of hidden periodicities with application to supposed 26 day period of meteorological phenomena," Terrestrial Magn. Atmos. Electr., vol.3, pp. 13-41, 1898.