• DocumentCode
    2125983
  • Title

    Heart Instantaneous Frequency Measurement Method Based in LMS Algorithm

  • Author

    Brito, D.S. ; Barros, A.K. ; Freire, R.C.S. ; Barbacena, I.L.

  • fYear
    2006
  • fDate
    20-21 April 2006
  • Firstpage
    123
  • Lastpage
    127
  • Abstract
    We propose the calculation of the heart instantaneous frequency (HIF) from an estimate of the spectrogram of the weights obtained by LMS algorithm, when implemented as a spectrum analyzer. One knows that the electrocardiogram (ECG) is characterized for its repetitive regularity, that we can call quasi-periodicity. We explore this characteristic to extract the heart instantaneous frequency of the related signal. For this, we use the LMS as a spectrum analyzer. The algorithm estimates the desired frequency in real time, with the data acquisition performed by the Intel data interface 80C31. The obtained results shown that the algorithm can be recommended for this purpose, because the system is easily implementable, generates small computational load besides estimate the heart instantaneous frequency with an average relative error of 0.025, that represents a difference of 18.89% between the used methodology and wavelets transform (WT)
  • Keywords
    biomedical measurement; data acquisition; electrocardiography; frequency measurement; least mean squares methods; microcontrollers; spectral analysers; wavelet transforms; ECG; Intel data interface 80C31; LMS algorithm; data acquisition; electrocardiogram; heart instantaneous frequency measurement; heart rate variability; spectrum analyzer; wavelet transform; Data acquisition; Data mining; Electrocardiography; Frequency estimation; Frequency measurement; Heart; Least squares approximation; Spectral analysis; Spectrogram; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Medical Measurement and Applications, 2006. MeMea 2006. IEEE International Workshop on
  • Conference_Location
    Benevento
  • Print_ISBN
    1-4244-0253-0
  • Type

    conf

  • DOI
    10.1109/MEMEA.2006.1644477
  • Filename
    1644477