• DocumentCode
    2965686
  • Title

    Application of Continuous Wavelet Transformation to monitor diabetic neuropathy and vasomotion reaction patterns

  • Author

    Kraitl, Jens ; Timm, Ulrich ; Ewald, Hartmut

  • Author_Institution
    Inst. of Gen. Electr. Eng., Univ. of Rostock, Rostock, Germany
  • fYear
    2011
  • fDate
    28-31 Oct. 2011
  • Firstpage
    1736
  • Lastpage
    1739
  • Abstract
    Photoplethysmographic (PPG) signals reflect the regulations of heart rate, blood and stroke volume and peripheral resistance of blood vessels. The technique of Continuous Wavelet Transformation (CWT) is applied to the irregular and weak PPG signals. The CWT of the PPG data is found to be a specific, sensitive, nonlinear method for the in vivo identification of hearth circulation patterns. The disadvantage of the traditionally used STFT is that this technique averages short-duration components and cannot capture those components that last longer than the window itself. This problem was solved by using the CWT. With our approach a monitoring of diabetic microangiopathy status, compensation the blood pressure drop during dialysis sessions by vascular vasoconstriction and the linkage between abnormal hemodynamic parameters and PPG-pulse features where observed and should be further quantified in order to deliver parametric diagnostic data for the medical personal.
  • Keywords
    biomedical optical imaging; blood; blood pressure measurement; blood vessels; cardiovascular system; diseases; medical signal processing; neurophysiology; patient monitoring; plethysmography; wavelet transforms; PPG signals; abnormal hemodynamic parameter; blood pressure; blood vessel; continuous wavelet transformation; diabetic microangiopathy; diabetic neuropathy; dialysis session; heart rate; hearth circulation pattern; peripheral resistance; photoplethysmographic signals; stroke volume; vascular vasoconstriction; vasomotion reaction pattern; Blood; Continuous wavelet transforms; Heart beat; Temperature measurement; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sensors, 2011 IEEE
  • Conference_Location
    Limerick
  • ISSN
    1930-0395
  • Print_ISBN
    978-1-4244-9290-9
  • Type

    conf

  • DOI
    10.1109/ICSENS.2011.6126963
  • Filename
    6126963