Continuous wavelet transform applied to removing the fluctuating background in near-infrared spectra

Journal of Chemical Information and Computer Sciences

Volumn 44, Issue 3, 2004, Pages 907-911

  Ma, Chaoxiong ^a   Shao, Xueguang ^a  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ANALOG TO DIGITAL CONVERSION; BOUNDARY ELEMENT METHOD; CONVOLUTION; DERIVATIVES; ERROR ANALYSIS; INTEGRAL EQUATIONS; PARAMETER ESTIMATION; POLYNOMIALS; SIGNAL PROCESSING; WAVELET TRANSFORMS;

CONTINUOUS WAVELET TRANSFORM (CWT); DISCRETE WAVELET TRANSFORMS (DWT); NEAR-INFRARED (NIR) SPECTROSCOPY; SPACE-TIME RESOLUTION;

INFRARED SPECTROSCOPY;

EID: 2942739420     PISSN: 00952338     EISSN: None     Source Type: Journal    
DOI: 10.1021/ci034211+     Document Type: Article

References (27)

1. Garcia-Alvarez, M.; Huidobro, J. F.; Hermida, M.; Rodriguez-Otero, J. L. Major Components of Honey Analysis by Near-infrared Transflectance Spectroscopy, J. Agric. Food Chem. 2000, 48, 5154-5158.
2. Fontaine, J.; Schirmer, B.; Horr, J. Near-infrared Reflectance Spectroscopy (NIRS) Enables the Fast and Accurate Prediction of Essential Amino Acid Contents. 2. Results for Wheat, Barley, Corn, Triticale, Wheat Bran/Middlings, Rice Bran, and Sorghum. J. Agric. Food Chem. 2002, 50, 3902-3911.
3. Radtke, G.; Knop, K.; Lippold, B. C. Near Infrared (NIR) Spectroscopy: Fundamentals and Application from a Pharmaceutical Point. Pharm. Ind. 1999, 61, 848-857.
4. Laasonen, M.; Harmia-Pulkkinen, T.; Simard, C.; Rasanen, M.; Vuorela, H. Development and Validation of a Near-Infrared Method for the Quantitation of Caffeine in Intact Single Tablets. Anal. Chem. 2003, 75, 754-760.
5. Laasonen, M.; Harmia-Pulkkinen, T.; Simard, C. L.; Michiels, E.; Rasanen, M.; Vuorela, H. Fast Identification of Echinacea Purpurea Dried Roots Using Near-Infrared Spectroscopy, Anal. Chem. 2002, 74, 2493-2499.
6. Riley, M. R.; Crider, H. M.; Nite, M. E.; Garcia, R. A.; Woo, J.; Wegge, R. M. Simultaneous Measurement of 19 Components in Serum-Containing Animal Cell Culture Media by Fourier Transform Near-Infrared Spectroscopy. Biotechnol. Prog. 2001, 17, 376-378.
7. Wu, Y. Q.; Czarnik-Matusewicz, B.; Murayama, K.; Ozaki, Y. Two-Dimensional Near-Infrared Spectroscopy Study of Human Serum Albumin in Aqueous Solutions: Using Overtones and Combination Modes to Monitor Temperature-Dependent Changes in The Secondary Structure, J. Phys. Chem. B 2000, 104, 5840-5847.
8. Karstang, T. V.; Kvalheim, O. M. Multivariate Prediction and Background Correction Using Local Modeling and Derivative Spectroscopy. Anal. Chem. 1991, 63, 767-772.
9. Lau, O. W.; Luk, S. F.; Cheng, O. M.; Chiu, T. P. Y. Background- Correction Methods for the Determination of Caffeine in Beverages, Coffee and Tea by Using 2nd-Derivative Ultraviolet Spectrophotometry. Analyst 1992, 117, 777-783.
10. Paradkar, R. P.; Williams, R. R. Genetic Regression as a Calibration Technique for Solid-Phase Extraction of Dithizone-Metal Chelates. Appl. Spectrosc. 1996, 50, 753-758.
11. Paradkar, R. P.; Williams, R. R. Correcting Fluctuating Baselines and Spectral Overlap with Genetic Regression. Appl. Spectrosc. 1997, 51, 92-100.
12. Sjoblom, J.; Svensson, O.; Josefson, M.; Kullberg, H.; Wold, S. An Evaluation of Orthogonal Signal Correction Applied to Calibration Transfer of Near Infrared Spectra. Chemom. Intell. Lab. Syst. 1998, 44, 229-244.
13. Svensson, O.; Kourti, T.; MacGregor, J. F. An Investigation of Orthogonal Signal Correction Algorithms and Their Characteristics. J. Chemom. 2002, 16, 176-188.
14. Shao, X. G.; Leung, A. K. M.; Cau, F. T. Wavelet: A New Trend in Chemistry. Acc. Chem. Res. 2003, 36, 276-283.
15. Jetter, K.; Depczynski, U.; Molt, K.; Niemöller, A. Principles and Applications of Wavelet Transformation of Chemometrics. Anal. Chim. Acta 2000, 420, 169-180.
16. Walczak, B.; Massart, D. L. Wavelets - Something for Analytical Chemistry? TrAC-Trends Anal. Chem. 1997, 16, 451-463.
17. Shao, X. G.; Pang, C. Y.; Su, Q. D. A Novel Method to Calculate the Approximate Derivative Photoacoustic Spectrum Using Continuous Wavelet Transform. Fresen. J. Anal. Chem. 2000, 367, 525-529.
18. Dinc, E.; Baleanu, D.; Ustundag, O. An Approach to Quantitative Two-Component Analysis of a Mixture Containing Hydrochlorothiazide and Spironolactone in Tablets by One-Dimensional Continuous Daubechies and Biorthogonal Wavelet Analysis of UV-Spectra. Spectrosc. Lett. 2003, 36, 341-355.
19. Dine, E.; Baleanu, D. Multidetermination of Thiamine HCl and Pyridoxine Hcl In Their Mixture Using Continuous Daubechies And Biorthogonal Wavelet Analysis. Talanta 2003, 59, 707-717.
20. Tan, H. W.; Brown, S. D. Wavelet Analysis Applied to Removing Nonconstant, Varying Spectroscopic Background in Multivariate Calibration. J. Chemometr. 2002, 16, 228-240.
21. Mittermayr, C. R.; Tan, H. W.; Brown, S. D. Robust Calibration with Respect to Background Variation. Appl. Spectrosc. 2001, 55, 827-833.
22. Grossmann, A.; Morlet, J. Decomposition of Hardy Function into Square Integrable Wavelets of Constant Shape. SIAM. J. Math. Anal. 1984, 15, 723-736.
23. Daubechies, I. Ten Lectures on Wavelets; SIAM Press: Philadelphia, 1992.
24. Mallat, S.; Hwang, W. L. Singularity Detection and Processing with Wavelets IEEE. Trans. Inform. Theory 1992, 38, 617-643.
25. I. Schechter, Correction for Nonlinear Fluctuating Background in Monovariable Analytical Systems. Anal. Chem. 1995, 67, 2580-2585.
26. Wold, S.; Sjostrom, M.; Eriksson, L. PLS-regression: A Basic Tool of Chemometrics. Chemom. Intell. Lab. Syst. 2001, 58, 109-130.
27. Mallat, S. G. A Wavelet Tour of Signal Processing; Academic Press: New York, New York, 1998.