• DocumentCode
    1464657
  • Title

    A real-time heart rate analysis for a remote millimeter wave I-Q sensor

  • Author

    Bakhtiari, Sasan ; Liao, Shaolin ; Elmer, Thomas, II ; Gopalsami, Nachappa Sami ; Raptis, A.C.

  • Author_Institution
    Argonne Nat. Lab., Argonne, IL, USA
  • Volume
    58
  • Issue
    6
  • fYear
    2011
  • fDate
    6/1/2011 12:00:00 AM
  • Firstpage
    1839
  • Lastpage
    1845
  • Abstract
    This paper analyzes heart rate (HR) information from physiological tracings collected with a remote millimeter wave (mmW) I-Q sensor for biometric monitoring applications. A parameter optimization method based on the nonlinear Levenberg-Marquardt algorithm is used. The mmW sensor works at 94 GHz and can detect the vital signs of a human subject from a few to tens of meters away. The reflected mmW signal is typically affected by respiration, body movement, background noise, and electronic system noise. Processing of the mmW radar signal is, thus, necessary to obtain the true HR. The down-converted received signal in this case consists of both the real part (I-branch) and the imaginary part (Q-branch), which can be considered as the cosine and sine of the received phase of the HR signal. Instead of fitting the converted phase angle signal, the method directly fits the real and imaginary parts of the HR signal, which circumvents the need for phase unwrapping. This is particularly useful when the SNR is low. Also, the method identifies both beat-to-beat HR and individual heartbeat magnitude, which is valuable for some medical diagnosis applications. The mean HR here is compared to that obtained using the discrete Fourier transform.
  • Keywords
    Fourier transforms; cardiology; medical signal detection; medical signal processing; millimetre wave detectors; optimisation; patient diagnosis; pneumodynamics; background noise; biometric monitoring; body movement; discrete Fourier transform; electronic system noise; frequency 94 GHz; heartbeat; medical diagnosis; nonlinear Levenberg-Marquardt algorithm; parameter optimization; phase unwrapping; physiological tracings; radar signal processing; real-time heart rate analysis; remote millimeter wave I-Q sensor; respiration; Discrete Fourier transforms; Heart beat; Optimization methods; Algorithm; heart rate (HR); millimeter wave (mmW) radar; Algorithms; Biometry; Chi-Square Distribution; Fourier Analysis; Heart Rate; Humans; Monitoring, Physiologic; Nonlinear Dynamics; Radar; Respiratory Rate;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2011.2122335
  • Filename
    5723728