Extraction of the aortic and pulmonary components of the second heart sound using a nonlinear transient chirp signal model

Citation
Jp. Xu et al., Extraction of the aortic and pulmonary components of the second heart sound using a nonlinear transient chirp signal model, IEEE BIOMED, 48(3), 2001, pp. 277-283
Citations number
15
Categorie Soggetti
Multidisciplinary,"Instrumentation & Measurement
Journal title
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
ISSN journal
00189294 → ACNP
Volume
48
Issue
3
Year of publication
2001
Pages
277 - 283
Database
ISI
SICI code
0018-9294(200103)48:3<277:EOTAAP>2.0.ZU;2-G
Abstract
The objective of this paper is to adapt and validate a nonlinear transient chirp signal modeling approach for the analysis and synthesis of overlappin g 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 multicom ponent signals for estimating and reconstructing the instantaneous phase an d amplitude functions of each component. To evaluate the accuracy of the ap proach, a simulated S-2 with A(2) and P-2 components having different overl apping intervals (5-30 ms) was synthesized. The simulation results show tha t the technique is very effective for extracting the two components, even i n the presence of noise (-15 dB). The normalized root-mean-squared error be tween the original A(2) and P-2 components and their reconstructed versions varied between 1% and 6%, proportionally to the duration of the overlappin g 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 und er normal or high pulmonary artery pressures. The results show that this ap proach can successfully isolate and extract overlapping A(2) and P-2 compon ents from successive S-2 recordings obtained from different heartbeats of t he same animal as well from different animals.