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
Link To Document :
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