• DocumentCode
    430870
  • Title

    Time-frequency analysis of heart rate time series

  • Author

    Naidu, V.P.S. ; Mahalakshmi, P.

  • Author_Institution
    Dept. of ECE, Vellore Inst. of Technol., India
  • Volume
    A
  • fYear
    2004
  • fDate
    21-24 Nov. 2004
  • Firstpage
    215
  • Abstract
    Time-frequency distribution techniques viz., STFT, WVD and CWT were studied using simulated HRTS data. It is concluded that CWT showed better performance in time-frequency representation. This technique is extended to compute the real HRTS. It is observed from the CWT spectrum that more power is concentrated in low frequency region in MI patients and vice versa in case of normal subjects.
  • Keywords
    Fourier transforms; cardiology; medical signal processing; signal representation; time series; time-frequency analysis; wavelet transforms; continuous wavelet transform; heart rate time series; short time Fourier transform; time-frequency representation; Autonomic nervous system; Cardiology; Continuous wavelet transforms; Fourier transforms; Heart rate; Heart rate variability; Resonant frequency; Signal analysis; Time frequency analysis; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    TENCON 2004. 2004 IEEE Region 10 Conference
  • Print_ISBN
    0-7803-8560-8
  • Type

    conf

  • DOI
    10.1109/TENCON.2004.1414395
  • Filename
    1414395
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=430870