Study on the Heart Sound Signal Denoising Technology Based on Integrated Filtering Algorithm

Le Juan Zhang; Xing Hai Yang; Nian Qiang Li; Shi Yao Cui

doi:10.4028/www.scientific.net/AMM.484-485.396

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 484-485Study on the Heart Sound Signal Denoising...

Study on the Heart Sound Signal Denoising Technology Based on Integrated Filtering Algorithm

Abstract:

In the previous studies of heart sounds, the calculation model of small waveform is often used, and new waveform graph is formed through the decomposition and restructuring of small waveform so as to remove the noise from the new waveform. There are a lot of shortcomings in the use of such a method. The features of new waveform are difficult to be controlled, and thus the noise generated by the wave and the interference of wave will be disturbed by the filter to certain degree. In this paper, the integrated filtering algorithm is introduced, and a wave can be used in the studied use of small waveform, and also the high-order algorithm in mathematics is used, so that the frequency is controlled in a certain range, the frequency of heart sounds to be interfered is effectively reduced, and also the harmonic harm generated by the waveform is considered. After the signal sources are protected with some technologies, the effect of filtering and denoising is eventually achieved.

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Periodical:

Applied Mechanics and Materials (Volumes 484-485)

Pages:

396-399

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.484-485.396

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Online since:

January 2014

Authors:

Le Juan Zhang, Xing Hai Yang, Nian Qiang Li, Shi Yao Cui

Keywords:

Denoising Technology, Filtering Algorithm, Heart Sounds, Integrated Filtering Algorithm

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References

[1] Yanjun Wu, Jingping Xu, Yan Zhao, et al. The Formation and Transmission Mechanism of Heart Sounds . Journal of Biomedical Engineering, 1996, 13 (31): 280-288.

Google Scholar

[2] Huiying L, Sakari L, liro L. A Heart Sound Segmentation Algorithm Using Wavelet Decomposition and Reconstruction . 19th Annual International Conference IEEE Engineering in Medicine and Biology Socity. Chicago, 1997, 4: (12) 630~1 633.

DOI: 10.1109/iembs.1997.757028

Google Scholar

[3] Messer R, Agzarian J, Abbott D. Optimal Wavelet Denoising For Phonocardiograms. CBME, Microelectronics Journal, 2001, 32(34): 931~934.

DOI: 10.1016/s0026-2692(01)00095-7

Google Scholar

[4] Mallat S, Hwang W L. Singularity Detection and Processing with Wavelets . IEEE Trans. Information Theory, 1992, 38 (2): 617~643.

DOI: 10.1109/18.119727

Google Scholar