Spline wavelet multi-resolution analysis for high-noise digital signal processing in ultraviolet-visible spectrophotometry

被引:26
作者
Lu, XQ
Mo, JY
机构
关键词
spectrophotometry; wavelet multi-resolution analysis; noise reduction; chemometrics;
D O I
10.1039/an9962101019
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The application of B-spline wavelet multi-resolution analysis (MRA) in UV spectrophotometry is presented, with a modified approach to signal processing. The results indicate that if the optimum B-spline wavelet and truncation frequency are selected, the absolute values of the peak relative errors are less than 2% when the signal-to-noise ratio is not less than 0.5, which means that useful signals can be separated from high-frequency noise. Most often third-order B-spline wavelet MRA is the most effective, In this respect, significant differences are observed for the different B-spline wavelets, The processed results of experiment data are also satisfactory.
引用
收藏
页码:1019 / 1024
页数:6
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