• DocumentCode
    2387032
  • Title

    Application of empirical mode decomposition in removing fidgeting interference in doppler radar life signs monitoring devices

  • Author

    Mostafanezhad, Isar ; Boric-Lubecke, Olga ; Lubecke, Victor ; Mandic, Danilo P.

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Hawaii at Manoa, Honolulu, HI, USA
  • fYear
    2009
  • fDate
    3-6 Sept. 2009
  • Firstpage
    340
  • Lastpage
    343
  • Abstract
    Empirical mode decomposition has been shown effective in the analysis of non-stationary and non-linear signals. As an application in wireless life signs monitoring in this paper we use this method in conditioning the signals obtained from the Doppler device. Random physical movements, fidgeting, of the human subject during a measurement can fall on the same frequency of the heart or respiration rate and interfere with the measurement. It will be shown how empirical mode decomposition can break the radar signal down into its components and help separate and remove the fidgeting interference.
  • Keywords
    Doppler radar; interference (signal); medical signal processing; patient monitoring; Doppler radar; empirical mode decomposition; fidgeting interference removal; wireless life signs monitoring; Algorithms; Monitoring, Physiologic; Movement; Pattern Recognition, Automated; Radar; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Ultrasonography, Doppler; Vital Signs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
  • Conference_Location
    Minneapolis, MN
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-3296-7
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2009.5333206
  • Filename
    5333206