Sensors 2013, 13(2), 2530-2551; doi:10.3390/s130202530
Article

Heart Sound Biometric System Based on Marginal Spectrum Analysis

1 College of Electronics and Information, HangZhou DianZi University, Hangzhou 310018, China 2 College of Communication Engineering, HangZhou DianZi University, Hangzhou 310018, China
* Author to whom correspondence should be addressed.
Received: 14 November 2012; in revised form: 28 January 2013 / Accepted: 4 February 2013 / Published: 18 February 2013
(This article belongs to the Section Physical Sensors)
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Abstract: This work presents a heart sound biometric system based on marginal spectrum analysis, which is a new feature extraction technique for identification purposes. This heart sound identification system is comprised of signal acquisition, pre-processing, feature extraction, training, and identification. Experiments on the selection of the optimal values for the system parameters are conducted. The results indicate that the new spectrum coefficients result in a significant increase in the recognition rate of 94.40% compared with that of the traditional Fourier spectrum (84.32%) based on a database of 280 heart sounds from 40 participants.
Keywords: heart sound identification system; EEMD; HHT; feature extraction; marginal spectrum

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MDPI and ACS Style

Zhao, Z.; Shen, Q.; Ren, F. Heart Sound Biometric System Based on Marginal Spectrum Analysis. Sensors 2013, 13, 2530-2551.

AMA Style

Zhao Z, Shen Q, Ren F. Heart Sound Biometric System Based on Marginal Spectrum Analysis. Sensors. 2013; 13(2):2530-2551.

Chicago/Turabian Style

Zhao, Zhidong; Shen, Qinqin; Ren, Fangqin. 2013. "Heart Sound Biometric System Based on Marginal Spectrum Analysis." Sensors 13, no. 2: 2530-2551.

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