DocumentCode :
3367146
Title :
Adaptive clutter filtering via blind signal separation for lateral blood velocity measurement
Author :
Gallippi, Caterina M. ; Trahey, Gregg E.
Author_Institution :
Dept. of Biomed. Eng., Duke Univ., Durham, NC, USA
Volume :
2
fYear :
2002
fDate :
8-11 Oct. 2002
Firstpage :
1517
Abstract :
A method for adaptive clutter rejection via blind signal separation (BSS) is presented in application to angle-independent blood velocity measurement in the carotid artery. Clutter filtering via frequency domain-based approaches is ineffective given short ensemble lengths and/or overlapping axial wall and lateral blood frequency spectra. Rather than operating in the frequency domain, BSS decomposes the input data ensemble into source signals in time. The method is demonstrated using Field II simulated and clinical examples of flow in the common carotid artery. In addition to clutter rejection, the BSS technique is presented for detection of small axial flow components and filtering acoustic radiation force impulse (ARFI) displacement profiles.
Keywords :
adaptive filters; biomedical ultrasonics; blind source separation; blood flow measurement; clutter; frequency-domain analysis; velocity measurement; adaptive clutter filtering; angle-independent blood velocity measurement; blind signal separation; carotid artery; filtering acoustic radiation force impulse displacement profiles; input data ensemble; lateral blood velocity measurement; overlapping axial wall; Acoustic pulses; Adaptive filters; Biomedical measurements; Blind source separation; Blood flow; Carotid arteries; Filtering; Finite impulse response filter; Frequency; Velocity measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Ultrasonics Symposium, 2002. Proceedings. 2002 IEEE
ISSN :
1051-0117
Print_ISBN :
0-7803-7582-3
Type :
conf
DOI :
10.1109/ULTSYM.2002.1192585
Filename :
1192585
Link To Document :
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