DocumentCode :
1463157
Title :
Extraction of the aortic and pulmonary components of the second heart sound using a nonlinear transient chirp signal model
Author :
Xu, Jingping ; Durand, Louis-Gilles ; Pibarot, Philippe
Author_Institution :
Lab. de Genie Biomed., Inst. de Recherches Clinique de Montreal, Que., Canada
Volume :
48
Issue :
3
fYear :
2001
fDate :
3/1/2001 12:00:00 AM
Firstpage :
277
Lastpage :
283
Abstract :
The objective of this paper is to adapt and validate a nonlinear transient chirp signal modeling approach for the analysis and synthesis of overlapping aortic (A 2) and pulmonary (P 2) components of the second heart sound (S 2) The approach is based on the time-frequency representation of multicomponent signals for estimating and reconstructing the instantaneous phase and amplitude functions of each component. To evaluate the accuracy of the approach, a simulated S 2 with A 2 and P 2 components having different overlapping intervals (5-30 ms) was synthesized. The simulation results show that the technique is very effective for extracting the two components, even in the presence of noise (-15 dB). The normalized root-mean-squared error between the original A 2 and P 2 components and their reconstructed versions varied between 1% and 6%, proportionally to the duration of the overlapping interval, and it increased by less than 2% in the presence of noise. The validated technique was then applied to S 2 components recorded in pigs under normal or high pulmonary artery pressures. The results show that this approach can successfully isolate and extract overlapping A 2 and P 2 components from successive S 2 recordings obtained from different heartbeats of the same animal as well from different animals.
Keywords :
bioacoustics; blood vessels; cardiology; feature extraction; lung; medical signal processing; polynomials; time-frequency analysis; 5 to 30 ms; amplitude functions; animals; aortic components; extraction; heartbeats; instantaneous phase; multicomponent signals; nonlinear transient chirp signal model; normalized root-mean-squared error; overlapping interval duration; phonocardiography; pulmonary components; second heart sound; time-frequency representation; Acoustic noise; Amplitude estimation; Animals; Chirp; Heart; Phase estimation; Signal analysis; Signal synthesis; Time frequency analysis; Transient analysis; Animals; Aorta; Blood Pressure; Heart Sounds; Hypertension, Pulmonary; Models, Cardiovascular; Nonlinear Dynamics; Phonocardiography; Pulmonary Artery; Signal Processing, Computer-Assisted; Swine;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/10.914790
Filename :
914790
Link To Document :
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