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Future Information Technology pp 429–434Cite as

Heart Sound Feature Extraction Based on Wavelet Singular Entropy

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Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 276))

Abstract

After analyzing the advantages and disadvantages of current methods of heart sound feature extraction, a new method based on wavelet transform, singular value decomposition and information entropy is put forward. In this method, firstly the heart sound is decomposed by wavelet transformation. Then the singular value of the sub-bands containing heart sound information is obtained by decomposition. Finally, according to the constructed wavelet singular entropy, the entropy of the above singular value is obtained. By comparing the wavelet singular entropy of normal heart sound signal with the several heart sound signals with pathological information, wavelet singular entropy can be found a good characterization of heart sound.

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References

  1. Luo, J.-Z.: Cardiac Auscultation, vol. 3, pp. 32–50. People’s Medical Publishing House, BeiJin (2000)

    Google Scholar 

  2. Dock, W., Zoneraich, S.: A Diastolic Murmur Arising in A Stenosed Coronary Artery. The American Journal of Medicine 42(4), 617–619 (1967)

    Article  Google Scholar 

  3. El Asir, B., Khadra, L., Al-Abbasi, A.H., et al.: Time-frequency Analysis of Heart Sounds. In: 1996 IEEE TENCON. Digital Signal Processing Applications, vol. 2, pp. 553—558 (1996)

    Google Scholar 

  4. Gauthier, D., Akay, Y.M., Paden, R.G., et al.: Spectral Analysis of Heart Sounds Associated with Coronary Occlusions. In: 6th International Special Topic Conference on Information Technology Applications in Biomedicine, pp. 49–52 (2007)

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  5. Cheng, Y.-P.: Matrix Theory, vol. 1, pp. 225–232. Northwestern polytechnical University Publishing House, Xi’An (2000)

    Google Scholar 

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Author information

Authors and Affiliations

  1. School of Information Science and Engineering, University of Jinan, Jinan, 250022, China

    Zhang Lu

Authors
  1. Zhang Lu
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Corresponding author

Correspondence to Zhang Lu .

Editor information

Editors and Affiliations

  1. Department of Computer Science and Engineering, Seoul University of Science & and Technology (SeoulTech), Seoul, Korea, Republic of (South Korea)

    James J. (Jong Hyuk) Park

  2. SEECS, University of Ottawa, Ottawa, Ontario, Canada

    Ivan Stojmenovic

  3. School of Information and Communication Engineering, Chungbuk National University, Chungbuk, Korea, Republic of (South Korea)

    Min Choi

  4. Department of Languages and Informatics Systems, Polytechnic University of Catalonia, Barcelona, Spain

    Fatos Xhafa

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© 2014 Springer-Verlag Berlin Heidelberg

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Cite this paper

Lu, Z. (2014). Heart Sound Feature Extraction Based on Wavelet Singular Entropy. In: Park, J., Stojmenovic, I., Choi, M., Xhafa, F. (eds) Future Information Technology. Lecture Notes in Electrical Engineering, vol 276. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40861-8_60

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  • DOI: https://doi.org/10.1007/978-3-642-40861-8_60

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-40860-1

  • Online ISBN: 978-3-642-40861-8

  • eBook Packages: EngineeringEngineering (R0)

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