DocumentCode :
179048
Title :
A Study of Threshold De-noising Method and Its Application in Signal Processing
Author :
Wu Zuoju ; Bi Junwei ; Wang Zhijia
Author_Institution :
Southwest Jiaotong Univ., Chengdu, China
fYear :
2014
fDate :
15-16 June 2014
Firstpage :
88
Lastpage :
91
Abstract :
In this article, the characteristics, theories and classification of the threshold de-noising method are introduced in detail. According to the study, when wavelet threshold de-noising method is compared with the wavelet packet threshold de-noising method, the first method is suitable for dealing with the low frequency information, but the second method is available to deal with the information with high frequency. On the other hand, through the study of this thesis, we found the soft-threshold processing method is better than the hard-threshold processing method in most cases.
Keywords :
signal denoising; wavelet transforms; hard-threshold processing method; low frequency information; signal processing; soft-threshold processing method; wavelet packet threshold denoising method; wavelet threshold denoising method; Noise; Noise reduction; Wavelet analysis; Wavelet coefficients; Wavelet packets; threshold de-noising method; wavelet packet transform; wavelet transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems Design and Engineering Applications (ISDEA), 2014 Fifth International Conference on
Conference_Location :
Hunan
Print_ISBN :
978-1-4799-4262-6
Type :
conf
DOI :
10.1109/ISDEA.2014.27
Filename :
6977552
Link To Document :
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