DocumentCode
2633651
Title
System for Recognition of Chinese Medical Pulse Signal Based on Wavelet Analysis and Back Propagation Neural Network
Author
Huo, Chunbao ; Shi, Yu ; Zhang, Yang
Author_Institution
Dept. of Sci. & Eng., Liaoning Univ. of Technol., Jinzhou
fYear
2008
fDate
18-20 June 2008
Firstpage
126
Lastpage
126
Abstract
Presently the system for recognition of Chinese medical pulse condition mainly aims at single pulse signal; the investigation of compound pulse signal is less. Article mainly researches single pulse signal and compound pulse signal. Firstly, we use wavelet analysis to extract character of pulse signal. Secondly, we make use of the nerve network to recognize. It constructs a considerably practical system for recognition of Chinese medical pulse signal based on wavelet analysis. Not only does the system own a good identify rate to single pulse condition, but also it can be more accurately to classify compound pulse condition. The experiment of many samples proves that the method has many advantages, foe example: the recognition rate is high and the speed is fast.
Keywords
backpropagation; medical signal processing; wavelet transforms; Chinese medical pulse signal recognition; back propagation neural network; compound pulse signal; wavelet analysis; Back; Feature extraction; Frequency; Humans; Interference; Neural networks; Signal analysis; Signal processing; Wavelet analysis; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Innovative Computing Information and Control, 2008. ICICIC '08. 3rd International Conference on
Conference_Location
Dalian, Liaoning
Print_ISBN
978-0-7695-3161-8
Electronic_ISBN
978-0-7695-3161-8
Type
conf
DOI
10.1109/ICICIC.2008.531
Filename
4603315
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