Wavelet-Based Noise Removal from Raman Signal to Study PLD Coated Forsterite–Hydroxyapatite Thin Film on Stainless Steel 316l Substrate

被引:0
作者
P. S. Prakash
T. S. Sharan
S. J. Pawar
R. P. Tewari
S. Sharma
机构
[1] Motilal Nehru National Institute of Technology Allahabad,Department of Applied Mechanics
[2] Indian Institute of Technology (BHU),School of Biomedical Engineering
来源
Journal of Applied Spectroscopy | 2020年 / 87卷
关键词
Raman spectroscopy; MATLAB; pulse laser deposition; signal processing; forsterite; stainless-steel;
D O I
暂无
中图分类号
学科分类号
摘要
Raman spectroscopy is proposed here for the study of forsterite–hydroxyapatite (FS–HA) composite coating on a stainless-steel substrate. However, in order to analyze the Raman spectrum accurately, noise and background removal is always required. A comparative study has been done for the correction of background. The waveletbased denoising of the signal was done using level 6 decomposition with sym4 wavelet and the thresholding method used was soft thresholding. In the present work, the effectiveness of the wavelet-based denoising method has been compared with Savitsky–Golay smoothing, quadratic regression, and the low-pass filter method. It is found that the wavelet-based denoising method works better as compared to other methods as it is able to smooth the signal and to increase the SNR while maintaining the peak intensity undistorted. Peaks are calculated for the different composition of the FS–HA composite. The variation of peak location in the processed Raman spectra suggests that the variation in concentration of FS and HA in the coating can be studied by using Raman spectroscopy.
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页码:545 / 552
页数:7
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