由条纹相机获得的时间分辨光谱矩阵的平滑:荧光带参数的估计

IF 0.8 4区 化学 Q4 SPECTROSCOPY Spectroscopy Pub Date : 2023-01-01 DOI:10.56530/spectroscopy.kj3680j3
J. Dubrovkin, V. Tomin, A. Krzysztofowicz
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引用次数: 1

摘要

提出了一种基于奇异值分解(SVD)的时间分辨光谱矩阵(TRSM)去噪方法。利用Tikhonov正则化原理过滤出信息量最小的主成分。提出了一种确定准最优正则化参数的方法。将SVD方法与TRSM的移动平均时间方向(MATD)平滑进行了比较。对3-氨苯酞酰亚胺(3AP)溶液在乙腈中的数值模拟和实验研究表明,SVD平滑可以精确测量峰值信号。将修正高斯多项式拟合到光滑荧光带中,减小了最大峰位置及其宽度的测量误差。该方法使我们能够在乙腈溶液中获得3AP光谱荧光带参数的动力学数据。相对于MATD, SVD方法具有准最优处理参数选择的灵活性和较好的时间分辨率。
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Smoothing of the Time-Resolved Spectral Matrix Obtained by a Streak Camera: Estimation of the Fluorescence Band Parameters
A new method based on singular value decomposition (SVD) was applied to the denoising of the time-resolved spectral matrix (TRSM), which was obtained by a streak camera. The least informative principal components (PCs) were filtered out using the Tikhonov regularization principle. A method for determining the quasi-optimal regularization parameter was suggested. The SVD method was compared with the moving average time direction (MATD) smoothing of the TRSM. Numerical simulations and experimental study of the 3-aminophthalimide (3AP) solution in acetonitrile showed that the SVD smoothing allowed for accurate measurement of signals in peak maximum. Fitting the polynomial modified Gaussian to the smoothed fluorescent bands decreased the measurement errors of the maximum peak position and its width. This method allowed us to obtain kinetics data of the fluorescence band parameters of the 3AP spectrum in an acetonitrile solution. Flexible selection of the quasi-optimal processing parameters and a better time resolution are the main advantages of the SVD method over MATD.
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来源期刊
Spectroscopy
Spectroscopy 物理-光谱学
CiteScore
1.10
自引率
0.00%
发文量
0
审稿时长
3 months
期刊介绍: Spectroscopy welcomes manuscripts that describe techniques and applications of all forms of spectroscopy and that are of immediate interest to users in industry, academia, and government.
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