DocumentCode :
1829645
Title :
A Robust Method to Estimate Time Split in Second Heart Sound Using Instantaneous Frequency Analysis
Author :
Yildirim, Isa ; Ansari, R.
fYear :
2007
fDate :
22-26 Aug. 2007
Firstpage :
1855
Lastpage :
1858
Abstract :
Closure of the aortic valve (A2) and the pulmonary valve (P2) generates the second heart sound (S2). The time separation between A2 and P2 is known as the A2- P2 split and it has very important diagnostic potential. Methods proposed in the past to measure the split noninvasively are limited either by prior signal modeling assumptions or by reliance on manual processing in key steps. In this work, we propose a new method that is devised to noninvasively provide an automated measurement of the time split between A2 and P2 with minimal prior assumptions on signal models. Our method is based on tracking the changes of the instantaneous frequency (IF) of S2 via time frequency representation of the S2 obtained by smoothed Wigner-Ville Distribution. The cues provided by the changes in the IF trajectory are analyzed using an automated procedure to identify the onset of the P2 pulse. Simulations are carried out to demonstrate the effectiveness of the procedure in estimating the split. The performance of the method in the presence of noise varying between 6 dB and 8 dB for several trials and interference is investigated and the robustness of the method is demonstrated.
Keywords :
bioacoustics; cardiology; medical signal processing; patient diagnosis; aortic valve; instantaneous frequency; instantaneous frequency analysis; pulmonary valve; second heart sound; smoothed Wigner-Ville distribution; time separation; time split estimation; Acoustic noise; Frequency estimation; Heart valves; Instruction sets; Noise level; Noise robustness; Pathology; Signal processing; Time frequency analysis; Time measurement; Algorithms; Aortic Valve; Data Interpretation, Statistical; Diagnosis, Computer-Assisted; Equipment Design; Heart Sounds; Humans; Models, Cardiovascular; Models, Statistical; Nonlinear Dynamics; Phonocardiography; Pulmonary Valve; Reproducibility of Results; Signal Processing, Computer-Assisted; Software;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
ISSN :
1557-170X
Print_ISBN :
978-1-4244-0787-3
Type :
conf
DOI :
10.1109/IEMBS.2007.4352676
Filename :
4352676
Link To Document :
بازگشت