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Ultrasonic signal de-noising based on wavelet entropy and inter-scale correlation

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成果类型:
期刊论文
作者:
Cui, Zhi;Cui, Xianpu
作者机构:
[Cui, Xianpu; Cui, Zhi] School of Communication and Electronic Engineering, Hunan City University, China
语种:
英文
关键词:
Correlation;De-noising;Ultrasonic signal;Wavelet entropy
期刊:
International Journal of Multimedia and Ubiquitous Engineering
ISSN:
1975-0080
年:
2016
卷:
11
期:
1
页码:
135-146
机构署名:
本校为第一机构
院系归属:
信息与电子工程学院
摘要:
In this paper, we proposed an adaptive threshold de-noising method by combining wavelet entropy and inter-scale correlation. Different from the traditional wavelet threshold based de-noising methods, our method can be divided into three steps. First, we decompose the noisy signal by using discrete wavelet transform (DWT), calculate the value of inter-scale correlation of the decomposed wavelet coefficients, and delete the high frequency coefficients which are smaller than the value of inter-scale correlation. Secondly, we equally divide the processed high frequency coefficients into several su...

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