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
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