Tian Gao-you, Yuan Hong-fu, Chu Xiao-li, Liu Hui-ying, Lu Wan-zhen
Research Institute of Petroleum Processing, Beijing, China.
Guang Pu Xue Yu Guang Pu Fen Xi. 2005 Apr;25(4):516-20.
Derivative can correct baseline effects and also increase the level of noise. Wavelet transform has been proven an efficient tool for de-noising. This paper is directed to the application of wavelet transfer and derivative in the NIR analysis of octane number (RON). The derivative parameters, as well as their effects on the noise level and analytic accuracy of RON, have been studied in detail. The results show that derivative can correct the baseline effects and increase the analytic accuracy. Noise from the derivative spectra has great detriment to the analysis of RON. De-noising of wavelet transform can increase the S/N and improve the analytical accuracy.
求导可以校正基线效应,同时也会增加噪声水平。小波变换已被证明是一种有效的去噪工具。本文旨在研究小波变换和求导在辛烷值(RON)近红外分析中的应用。详细研究了求导参数及其对RON噪声水平和分析准确度的影响。结果表明,求导可以校正基线效应并提高分析准确度。求导光谱中的噪声对RON分析有很大的不利影响。小波变换去噪可以提高信噪比并改善分析准确度。