Youngin Jang

Ms. Youngin Jang

Yeungnam University
orcid

Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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6 March 2021 in Sensors
Verified
Journal Article
Open access
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Youngin JangYoungin Jang
Youngin Jang
JSJae Young Sim
Jae Young Sim
Jong-Ryul YangJong-Ryul Yang
Jong-Ryul Yang
NKNam Kyu Kwon
Nam Kyu Kwon
The aim of this paper is to find the optimal mother wavelet function and wavelet decomposition level when denoising the Doppler cardiogram (DCG), the heart signal obtained by the Doppler radar sensor system. To select the best suited mother wavelet function and wavelet decomposition level, this paper presents the quantitative analysis results. Both the optimal mother wavelet and decomposition level are selected by evaluating signal-to-noise-ratio (SNR) efficiency of the denoised signals obtained by using the wavelet thresholding method. A total of 115 potential functions from six wavelet families were examined for the selection of the optimal mother wavelet function and 10 levels (1 to 10) were evaluated for the choice of the best decomposition level. According to the experimental results, the most efficient selections of the mother wavelet function are “db9” and “sym9” from Daubechies and Symlets families, and the most suitable decomposition level for the used signal is seven. As the evaluation criterion in this study rates the efficiency of the denoising process, it was found that a mother wavelet function longer than 22 is excessive. The experiment also revealed that the decomposition level can be predictable based on the frequency features of the DCG signal. The proposed selection of the mother wavelet function and the decomposition level could reduce noise effectively so as to improve the quality of the DCG signal in information field.

29 May 2019 in SID Symposium Digest of Technical Papers
Verified
Journal Article
Closed access
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KKKyung Min Kim
Kyung Min Kim
IHInhyo Han
Inhyo Han
HPHae Jin Park
Hae Jin Park
SNSeok Noh
Seok Noh
Youngin JangYoungin Jang
Youngin Jang
IKIn-Byeong Kang
In-Byeong Kang