DocumentCode
534671
Title
Recurrence quantification analysis base on wavelet packets for wrist pulse
Author
Yan, Jianjun ; Zhou, Chiheng ; Xia, Chunming ; Wang, Yiqin ; Li, Fufeng ; Guo, Rui ; Yan, Haixia
Author_Institution
Center for Mechatron. Eng., East China Univ. of Sci. & Technol., Shanghai, China
Volume
3
fYear
2010
fDate
16-18 Oct. 2010
Firstpage
1011
Lastpage
1015
Abstract
As the traditional diagnosis in traditional Chinese medicine, wrist pulses reflect the condition of the cardiovascular system which contains much nonlinearity. The linear analysis might not provide the enough useful information for the wrist pulse signals any more, so it is proposed the combination of wavelet packet and recurrence quantification plot analysis to analyze the wrist pulses in this paper. In this paper, 5 kinds of wrist pulse signals, which are the slippery pulses, the normal pulses, the thread pulses, the taut pulses and the slippery and taut pulses, are analyzed by using the recurrence quantification analysis which based on wavelet packets transform, and some results are obtained finally. From recurrence plot and recurrence quantification plot analysis based on wavelet packets transform, the differences can be observed among those 5 kinds of wrist pulses, which mean that the recurrence quantification plot analysis measures are the useful features to distinguish different kinds of traditional Chinese medicine (TCM) wrist pulses for the further classification.
Keywords
medical signal processing; wavelet transforms; cardiovascular system; recurrence quantification analysis; traditional Chinese medicine; wavelet packets; wrist pulse; Complexity theory; Pulse measurements; Time series analysis; Wavelet analysis; Wavelet packets; Wrist; component; recurrence quantification analysis; wavelet packets; wrist pulse;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
Conference_Location
Yantai
Print_ISBN
978-1-4244-6495-1
Type
conf
DOI
10.1109/BMEI.2010.5639732
Filename
5639732
Link To Document