DocumentCode
2379950
Title
Analysis of sound signal of five internal organs based on wavelet packet
Author
Yan, Jianjun ; Mao, Siyuan ; Xia, Chunming ; Wang, Chao ; Wang, Yiqin ; Li, Fufeng ; Guo, Rui ; Chen, Chunfeng ; Yan, Haixia
Author_Institution
Center for Mechatron. Eng., East China Univ. of Sci. & Technol., Shanghai, China
fYear
2010
fDate
18-18 Dec. 2010
Firstpage
707
Lastpage
711
Abstract
In this paper, the wavelet packet transform is introduced to analyze the signal of TCM auscultation. To accomplish this, the energy feature of the signal is extracted after the signal is decomposed by the wavelet packet transform. Then the energy feature is analyzed by the nonparametric test. The five vowels /a:/, /e:/, /i:/, /o:/, /u:/ are analyzed in respectively. In each vowel, the samples are divided into two groups. One is analyzed by Mann-Whitey U algorithm in each two illness and the other is analyzed by K-S algorithm in six illness. The result of the analysis shows that the energy features of sound signal for different vowels have obviously difference in different frequency. So, combining with different vowels in all frequency, there is an obviously difference for each five organs illness in different frequency.
Keywords
bioacoustics; biological organs; wavelet transforms; K-S algorithm; Mann-Whitey U algorithm; TCM auscultation; illness; internal organ; sound signal; wavelet packet; TCM auscultation; energy; wavelet packet transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedicine Workshops (BIBMW), 2010 IEEE International Conference on
Conference_Location
Hong, Kong
Print_ISBN
978-1-4244-8303-7
Electronic_ISBN
978-1-4244-8304-4
Type
conf
DOI
10.1109/BIBMW.2010.5703894
Filename
5703894
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