DocumentCode
336319
Title
Bispectral analysis in laser Doppler flowmetry signal processing
Author
Alexopoulos, Vassilios ; Kollias, Stefanos
Author_Institution
Dept. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Greece
Volume
3
fYear
1997
fDate
30 Oct-2 Nov 1997
Firstpage
1134
Abstract
This paper presents an application of higher order statistics and spectra to the problem of Laser Doppler Flowmetry (LDF) for microcirculation monitoring. The proposed signal processing technique computes the bispectra of LDF signals after appropriate pre-processing and extracts features which can be used for classification of the signals to a normal or patient category. Bispectra are defined in terms of the third-order moments of signals and are shown to contain valuable information for the above classification of LDF signals. Experimental studies, including LDF-signals from patients that have different pathologic characteristics are described and results are presented which illustrate the performance of the proposed approach
Keywords
Doppler measurement; blood flow measurement; feature extraction; haemorheology; higher order statistics; laser applications in medicine; medical signal processing; patient monitoring; spectral analysis; Raynard´s phenomenon; bispectral analysis; higher order spectra; laser Doppler flowmetry signal processing; microcirculation monitoring; pathologic characteristics; signal classification; signal preprocessing; third-order moments; Additive noise; Biomedical signal processing; Blood; Data mining; Feature extraction; Higher order statistics; Patient monitoring; Phase detection; Signal analysis; Signal processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
Conference_Location
Chicago, IL
ISSN
1094-687X
Print_ISBN
0-7803-4262-3
Type
conf
DOI
10.1109/IEMBS.1997.756553
Filename
756553
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