DocumentCode :
1433580
Title :
Analysis and characterization of photo-plethysmographic signal
Author :
Bhattacharya, Joydeep ; Kanjilal, Partha Pratim ; Muralidhar, V.
Author_Institution :
Comm. for Sci. Visualization, Austrian Acad. of Sci., Vienna, Austria
Volume :
48
Issue :
1
fYear :
2001
Firstpage :
5
Lastpage :
11
Abstract :
Qualitative assessment of the overall clinical status of the subject and characterization of complex cardiovascular dynamics from digital blood volume pulsations measured noninvasively using a photo-plethysmographic device is addressed. A novel concept is employed to detect the dominant nonsinusoidal periodicity embedded in the data series and to extract the associated periodic component. The detection and the extraction of periodic component is performed with moving window to accommodate the variations of the physiological oscillations. The covariance matrix formed by the gradually varying pattern is used as a simple measure of qualitative assessment. Further, the characterization of the underlying system in the light of nonlinear dynamical analysis is also presented. The stable subjects are shown to behave as a low-dimensional system whereas the diseased subjects exhibit comparatively high dimensional activity.
Keywords :
feature extraction; haemodynamics; medical signal processing; plethysmography; singular value decomposition; volume measurement; associated periodic component; comparatively high dimensional activity; covariance matrix; diseased subjects; dominant nonsinusoidal periodicity; moving window; overall clinical status assessment; photoplethysmographic signal analysis; physiological oscillations; signal characterization; Blood pressure; Cardiology; Covariance matrix; Data mining; Fluctuations; Heart rate variability; Information analysis; Pulse measurements; Signal analysis; Volume measurement; Adult; Aged; Algorithms; Follow-Up Studies; Fourier Analysis; Hemodynamics; Hernia; Humans; Ischemic Attack, Transient; Male; Middle Aged; Models, Cardiovascular; Nonlinear Dynamics; Periodicity; Plethysmography; Reference Values; Signal Processing, Computer-Assisted; Thoracotomy;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/10.900243
Filename :
900243
Link To Document :
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