Skip to main content

BreathSens: A Continuous On-Bed Respiratory Monitoring System With Torso Localization Using an Unobtrusive Pressure Sensing Array.

Publication ,  Journal Article
Liu, JJ; Huang, M-C; Xu, W; Zhang, X; Stevens, L; Alshurafa, N; Sarrafzadeh, M
Published in: IEEE journal of biomedical and health informatics
September 2015

The ability to continuously monitor respiration rates of patients in homecare or in clinics is an important goal. Past research showed that monitoring patient breathing can lower the associated mortality rates for long-term bedridden patients. Nowadays, in-bed sensors consisting of pressure sensitive arrays are unobtrusive and are suitable for deployment in a wide range of settings. Such systems aim to extract respiratory signals from time-series pressure sequences. However, variance of movements, such as unpredictable extremities activities, affect the quality of the extracted respiratory signals. BreathSens, a high-density pressure sensing system made of e-Textile, profiles the underbody pressure distribution and localizes torso area based on the high-resolution pressure images. With a robust bodyparts localization algorithm, respiratory signals extracted from the localized torso area are insensitive to arbitrary extremities movements. In a study of 12 subjects, BreathSens demonstrated its respiratory monitoring capability with variations of sleep postures, locations, and commonly tilted clinical bed conditions.

Duke Scholars

Published In

IEEE journal of biomedical and health informatics

DOI

EISSN

2168-2208

ISSN

2168-2194

Publication Date

September 2015

Volume

19

Issue

5

Start / End Page

1682 / 1688

Related Subject Headings

  • Torso
  • Respiration
  • Pressure
  • Posture
  • Monitoring, Physiologic
  • Humans
  • Beds
  • Algorithms
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Liu, J. J., Huang, M.-C., Xu, W., Zhang, X., Stevens, L., Alshurafa, N., & Sarrafzadeh, M. (2015). BreathSens: A Continuous On-Bed Respiratory Monitoring System With Torso Localization Using an Unobtrusive Pressure Sensing Array. IEEE Journal of Biomedical and Health Informatics, 19(5), 1682–1688. https://doi.org/10.1109/jbhi.2014.2344679
Liu, Jason J., Ming-Chun Huang, Wenyao Xu, Xiaoyi Zhang, Luke Stevens, Nabil Alshurafa, and Majid Sarrafzadeh. “BreathSens: A Continuous On-Bed Respiratory Monitoring System With Torso Localization Using an Unobtrusive Pressure Sensing Array.IEEE Journal of Biomedical and Health Informatics 19, no. 5 (September 2015): 1682–88. https://doi.org/10.1109/jbhi.2014.2344679.
Liu JJ, Huang M-C, Xu W, Zhang X, Stevens L, Alshurafa N, et al. BreathSens: A Continuous On-Bed Respiratory Monitoring System With Torso Localization Using an Unobtrusive Pressure Sensing Array. IEEE journal of biomedical and health informatics. 2015 Sep;19(5):1682–8.
Liu, Jason J., et al. “BreathSens: A Continuous On-Bed Respiratory Monitoring System With Torso Localization Using an Unobtrusive Pressure Sensing Array.IEEE Journal of Biomedical and Health Informatics, vol. 19, no. 5, Sept. 2015, pp. 1682–88. Epmc, doi:10.1109/jbhi.2014.2344679.
Liu JJ, Huang M-C, Xu W, Zhang X, Stevens L, Alshurafa N, Sarrafzadeh M. BreathSens: A Continuous On-Bed Respiratory Monitoring System With Torso Localization Using an Unobtrusive Pressure Sensing Array. IEEE journal of biomedical and health informatics. 2015 Sep;19(5):1682–1688.

Published In

IEEE journal of biomedical and health informatics

DOI

EISSN

2168-2208

ISSN

2168-2194

Publication Date

September 2015

Volume

19

Issue

5

Start / End Page

1682 / 1688

Related Subject Headings

  • Torso
  • Respiration
  • Pressure
  • Posture
  • Monitoring, Physiologic
  • Humans
  • Beds
  • Algorithms