DocumentCode :
380904
Title :
Comparison of FFT, AR and wavelet methods in transcranial Doppler signal obtain from intracerebral vessels
Author :
Guler, I. ; Hardalac, F. ; Erol, F.S.
Author_Institution :
Dept. Electron. & Comput. Educ., Gazi Univ., Ankara, Turkey
Volume :
2
fYear :
2001
fDate :
2001
Firstpage :
1832
Abstract :
In this work, transcranial Doppler signals recorded from the temporal region of brain on 35 patients were transferred to a personal computer (PC) via 16 bit sound card. FFT, AR and WT methods were applied to transcranial Doppler for obtaining sonograms. Spectral analysis were obtained in order to compare with three methods in the case of medical diagnosis. The comparison shows that WT method often better results for the spectral resolution than the other methods. This leads the determination of brain pressure more accurately.
Keywords :
autoregressive processes; biomedical ultrasonics; blood flow measurement; blood vessels; brain; fast Fourier transforms; medical signal processing; spectral analysis; time series; wavelet transforms; FFT; autoregressive methods; bifurcation; brain temporal region; intracerebral vessels; middle cerebral blood vessels; sonograms; spectral analysis; stenosis; time series; transcranial Doppler signals; vessel narrowing; wavelet transform; Blood flow; Computer science education; Fast Fourier transforms; Frequency; Medical diagnostic imaging; Microcomputers; Neurosurgery; Signal analysis; Sonogram; Spectral analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
ISSN :
1094-687X
Print_ISBN :
0-7803-7211-5
Type :
conf
DOI :
10.1109/IEMBS.2001.1020578
Filename :
1020578
Link To Document :
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