• DocumentCode
    3378233
  • Title

    Testing the presence of non stationarities in short heart rate variability series

  • Author

    Porta, Alberto ; D´Addio, G. ; Guzzetti, Stefano ; Lucini, D. ; Pagani, Mattia

  • fYear
    2004
  • fDate
    19-22 Sept. 2004
  • Firstpage
    645
  • Lastpage
    648
  • Abstract
    The study proposes a test to evaluate stationarity over short beat-to-beat variability series of heart period (about 300 samples). This test checks the steadiness of mean and variance (i.e. a restricted form of weak stationarity). Artificial series, in which changes of the mean and variance are simulated, are utilized to set the analysis parameters and to evaluate the peformance of the method. Next, the test is applied to beat-to-beat series variability series of heart period derived from humans at rest, during controlled respirarion at different breathing rates (10, 15 and 20 breathdminute) and during 80" head-up tilt. The application proves the difFculty to find stationary periods in short term recordings of heart pt?dQd vrrriabiliv and prompts for an assessmenf Of the effect of non stationurities on traditional linear and non linear indexes assuming stationarity as a requirement.
  • Keywords
    Amplitude modulation; Analysis of variance; Analytical models; Cardiology; Fluctuations; Heart rate variability; Humans; Medical tests; Stability; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2004
  • Conference_Location
    Chicago, IL, USA
  • Print_ISBN
    0-7803-8927-1
  • Type

    conf

  • DOI
    10.1109/CIC.2004.1443021
  • Filename
    1443021