• DocumentCode
    1858264
  • Title

    FFT averaging of multichannel BCG signals from bed mattress sensor to improve estimation of heart beat interval

  • Author

    Kortelainen, J.M. ; Virkkala, J.

  • Author_Institution
    VTT Tech. Res. Center of Finland, Tampere
  • fYear
    2007
  • fDate
    22-26 Aug. 2007
  • Firstpage
    6685
  • Lastpage
    6688
  • Abstract
    A multichannel pressure sensing Emfit foil was integrated to a bed mattress for measuring ballistocardiograph signals during sleep. We calculated the heart beat interval with cepstrum method, by applying FFT for short time windows including pair of consequent heart beats. We decreased the variance of FFT by averaging the multichannel data in the frequency domain. Relative error of our method in reference to electrocardiograph RR interval was only 0.35% for 15 night recordings with six normal subjects, when 12% of data was automatically removed due to movement artifacts. Background motivation for this work is given from the studies applying heart rate variability for the sleep staging.
  • Keywords
    biomedical measurement; cardiology; cepstral analysis; fast Fourier transforms; frequency-domain analysis; medical signal detection; medical signal processing; pressure sensors; sleep; FFT averaging method; ballistocardiograph signal measurement; bed mattress sensor; cepstrum method; frequency domain analysis; heart beat interval estimation; movement artifacts; multichannel BCG signals; multichannel pressure sensing Emfit foil; relative error; sleep state; Capacitive sensors; Electrocardiography; Electrodes; Frequency; Heart beat; Heart rate; Heart rate variability; Pressure measurement; Rail to rail inputs; Sleep; Algorithms; Ballistocardiography; Beds; Heart Rate; Humans; Male; Monitoring, Physiologic; Signal Processing, Computer-Assisted; Sleep;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
  • Conference_Location
    Lyon
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-0787-3
  • Type

    conf

  • DOI
    10.1109/IEMBS.2007.4353894
  • Filename
    4353894