A novel method to calculate the approximate derivative photoacoustic spectrum using continuous wavelet transform

被引:77
作者
Shao, XG [1 ]
Pang, CY [1 ]
Su, QD [1 ]
机构
[1] Univ Sci & Technol China, Dept Chem, Hefei 230026, Anhui, Peoples R China
来源
FRESENIUS JOURNAL OF ANALYTICAL CHEMISTRY | 2000年 / 367卷 / 06期
关键词
D O I
10.1007/s002160000404
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
A novel method based on continuous wavelet transform (CWT) using Haar wavelet function for approximate derivative calculation of analytical signals is proposed and successfully used in processing the photoacoustic signal. An approximate nth derivative of an analytical signal can be obtained by applying n times of the wavelet transform to the signal. The results obtained from four other different methods - the conventional numerical differentiation, the Fourier transform method, the Savitzky-Golay method, and the discrete wavelet transform (DWT) method - were compared with the proposed CWT method; it was demonstrated that all the results are almost the same for signals without noise, but the proposed CWT method is superior to the former four methods for noisy signals. The approximate first and second derivative of the photoacoustic spectrum of Pr(Gly)(3)Cl-3. 3 H2O and PrCl3. 6 H2O were obtained using the proposed CWT method; the results are satisfactory.
引用
收藏
页码:525 / 529
页数:5
相关论文
共 23 条
[1]   Step by step filter - An approach for noise reduction in the derivative UV-visible spectra [J].
Antonov, L ;
Stoyanov, S .
ANALYTICA CHIMICA ACTA, 1996, 324 (01) :77-83
[2]   The continuous wavelet transform, an analysis tool for NMR spectroscopy [J].
Barache, D ;
Antoine, JP ;
Dereppe, JM .
JOURNAL OF MAGNETIC RESONANCE, 1997, 128 (01) :1-11
[3]   Application of wavelet transforms to experimental spectra: Smoothing, denoising, and data set compression [J].
Barclay, VJ ;
Bonner, RF ;
Hamilton, IP .
ANALYTICAL CHEMISTRY, 1997, 69 (01) :78-90
[4]   THE WAVELET TRANSFORM FOR PREPROCESSING IR-SPECTRA IN THE IDENTIFICATION OF MONOSUBSTITUTED AND DISUBSTITUTED BENZENES [J].
BOS, M ;
VRIELINK, JAM .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1994, 23 (01) :115-122
[5]   Application of the fast wavelet transform method to compress ultraviolet-visible spectra [J].
Chau, FT ;
Shih, TM ;
Gao, JB ;
Chan, CK .
APPLIED SPECTROSCOPY, 1996, 50 (03) :339-348
[6]   GENERAL LEAST-SQUARES SMOOTHING AND DIFFERENTIATION BY THE CONVOLUTION (SAVITZKY-GOLAY) METHOD [J].
GORRY, PA .
ANALYTICAL CHEMISTRY, 1990, 62 (06) :570-573
[7]   DECOMPOSITION OF HARDY FUNCTIONS INTO SQUARE INTEGRABLE WAVELETS OF CONSTANT SHAPE [J].
GROSSMANN, A ;
MORLET, J .
SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 1984, 15 (04) :723-736
[8]  
Haswell S. J., 1992, PRACTICAL GUIDE CHEM, P264
[9]   DIGITAL DATA HANDLING OF SPECTRA UTILIZING FOURIER TRANSFORMATIONS [J].
HORLICK, G .
ANALYTICAL CHEMISTRY, 1972, 44 (06) :943-&
[10]  
JEFFERY GH, 1989, VOGELS TXB QUANTITAT, P574