DocumentCode :
1996098
Title :
Time-frequency cardiac passive acoustic localization
Author :
Bahadirlar, Y. ; Gulcur, H.O.
Author_Institution :
TUBITAK Marmara Res. Center, Inf. Technol. Res. Inst., Kocaeli, Turkey
Volume :
2
fYear :
2001
fDate :
2001
Firstpage :
1850
Abstract :
In a previous work, the authors have used a novel, radically different approach based on concurrent multi-sensor array measurements and "super-resolution" array processing scheme for phonocardiographic signals. Using a specially designed passive acoustic array, acoustic "images" corresponding to the various distinct phases of the heartbeat were obtained. In this paper, this approach is extended using a novel framework, called Time-Frequency Cardiac Passive Acoustic Localization (TF-CARDIOPAL). The Choi-Williams distribution is utilized to calculate a spatial time-frequency matrix to characterize the spatial time-frequency distribution for the nonstationary array signals. Distinctive components of this matrix on the time-frequency plane yield important clues on possible source locations in the heart. This finding has been used in extracting localization information from the first heart sound signals from a healthy human subject. Meaningful source localization results that are well correlated with the mechanical activation of the heart are obtained.
Keywords :
acoustic signal processing; array signal processing; bioacoustics; cardiology; medical signal processing; probability; signal representation; time-frequency analysis; 2D distribution; Choi-Williams distribution; MUSIC algorithm; acoustic array signal model; array processing; cardiac acoustic imaging; cardiac passive acoustic localization; heart sounds; nonstationary array signals; passive acoustic array; phonocardiographic signals; spatial time-frequency matrix; time-frequency distributions; Acoustic arrays; Acoustic measurements; Array signal processing; Heart beat; Phased arrays; Position measurement; Signal processing; Signal resolution; Spatial resolution; Time frequency 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.2001.1020583
Filename :
1020583
Link To Document :
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