Browse > Article
http://dx.doi.org/10.9717/kmms.2011.14.7.884

Detection of the First and Second Heart Sound Using Three-order Shannon Energy Difference  

Lee, G.H. (경북대학교 대학원 의용생체공학과)
Kim, P.U. (경북대학교 대학원 의용생체공학과)
Lee, Y.J. (경북대학교 대학원 의용생체공학과)
Kim, M.N. (경북대학교 의학전문대학원 의공학교실)
Publication Information
Abstract
We proposed a new algorithm for detection of first(S1) and second heart sound(S2). Many researches for detecting primary components and those algorithms have good performance at normal heart sound, but the performance is degraded at abnormal heart sound which is contain murmurs generated by heart disease. Therefore we proposed the S1, S2 detection algorithm using three-order Shannon energy difference. Using S1, S2's character which has large energy difference than murmurs, it is reduced noise and detected S1, S2. According to simulation results, not only normal heart sound but also abnormal heart sound, the proposed algorithm has better performance than former study at abnormal heart sound.
Keywords
Heart Sound; Shannon Energy; S1, S2 Detection;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 김일동, 정규혁, 임종하, 이인성, "심음 분석을 위한 주파수 특성에 기반한 매칭 퍼슈잇 방법," 전자공학회지, 제47권 SC편 제1호, pp. 47-45 2010.
2 이상민, 홍승홍, "주성분 분석 기법을 이용한 심음 인식," 전자공학회지, 제38권 제5호, pp. 59-69 2001.
3 L. Khadra, M. Matalgah, B. El-Asir, and S. Mawagdef, "The Wavelet Transform and Its Applications to Phonocardiogram Signal Analysis," Informatics for Health and Social Care, Vol.16, No.3, pp. 271-277, 1991.   DOI
4 T. Oskiper and R. Watrous, "Detection of the First Heart Sound Using a Time-Delay Neural Network," Computers in Cardiology, USA, Vol.29, pp. 537-540, 2002.
5 X. S. Yao, X. M. Guo, and J. Chen, "Envelope Extraction and Recognition of Heart Sounds Based on Mathematical Morphology," Beijing Biomedical Engineering, Beijing, Vol.23, pp. 201-204, 2004.
6 H.Y. Liang, L. Sakari, and H. Iiro, "A Heart Sound Segmentation Algorithm Using Wavelet Decomposition and Reconstruction," Proceeding of 19th IEEE International Conference on Medicine and Biological Society, Vol.4, pp. 1630-1633, 1997.
7 X. Wang, Y. Li, C. Sun, and C. Liu, "Detection of the First and Second Heart Sound Using Heart Sound Energy," Proceedings of the 2009 2nd International Conference on Biomedical Engineering and Informatics, pp. 1-4, 2009.
8 L.G. Durand and P. Pilbarot, "Digital Signal Processing of the Phonocardiogram: Review of the Most Recent Advancements," Critical Reviews in Biomedical Engineering, Vol.23, No.3-4, pp. 163-219, 1995.   DOI   ScienceOn
9 G. Tikian and Conover, Understanding Heart Sounds and Murmurs: With the introduction to lung sounds, W.B. Saunders, 1993.
10 홍준표, 정상봉, 구자일, 홍승홍, "웨이블렛 변환과 오류 역전파 알고리듬을 이용한 심음의 유형 별 인식에 관한 연구," 전자공학회지, 제40권 제 1호, pp. 13-20, 2003.
11 J.G. Webster, Medical Instrumentation Application and Design, John Wiley & Sons Inc, 1998.
12 이철현, 김필운, 이윤정, 장용민, 배건성, 조진호, 김명남, "심음 향상을 위한 단일채널 적응 잡음 제거기," 한국멀티미디어학회논문지, 제13권, 제7호, pp. 973-982, 2010.