• DocumentCode
    2091035
  • Title

    Pulse rate estimation using hydraulic bed sensor

  • Author

    Su, Bo Yu ; Ho, K.C. ; Skubic, Marjorie ; Rosales, L.

  • Author_Institution
    ECE Dept., Univ. of Missouri, Columbia, SC, USA
  • fYear
    2012
  • fDate
    Aug. 28 2012-Sept. 1 2012
  • Firstpage
    2587
  • Lastpage
    2590
  • Abstract
    We propose in this paper an effective method to obtain the pulse rate from a hydraulic sensor that is placed under the mattress. The sensor captures the superposition of the ballistocardiogram (BCG) and the respiration signals. The BCG is modeled as the j-peak with a frequency modulation component. The proposed method utilizes the Hilbert transform to effectively capture the j-peak, which allows the pulse rate information to come out distinctively in the frequency domain. Among the five subjects tested, the error in pulse rate estimation is less than 1%.
  • Keywords
    Hilbert transforms; cardiology; medical signal processing; patient monitoring; BCG signal; Hilbert transform; ballistocardiogram; frequency modulation component; hydraulic bed sensor; mattress; pulse rate estimation; respiration signal; Band pass filters; Error analysis; Estimation; Frequency domain analysis; Monitoring; Time domain analysis; Transforms; Adult; Ballistocardiography; Biosensing Techniques; Female; Heart Rate; Humans; Male; Respiration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4119-8
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2012.6346493
  • Filename
    6346493