Fully automated high-performance signal-to-noise ratio enhancement based on an iterative three-point zero-order savitzky-golay filter

Applied Spectroscopy

Volumn 62, Issue 10, 2008, Pages 1160-1166

  Schulze, H Georg ^a   Foist, Rod B ^a,b   Ivanov, Andre ^b   Turner, Robin F B ^a,b  

^a UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^b UNIVERSITY OF BRITISH COLUMBIA   (Canada)

Author keywords

Automated noise reduction; Automated spectral smoothing; Kolmogorov Zurbenko filter; Savitzky Golay filter; Signal to noise ratio enhancement; SNR

Indexed keywords

AUTOMATION; BANDPASS FILTERS; DATA HANDLING; ITERATIVE METHODS; MEDIAN FILTERS; SIGNAL PROCESSING;

AUTOMATED NOISE REDUCTION; AUTOMATED SPECTRAL SMOOTHING; KOLMOGOROV-ZURBENKO FILTER; SAVITZKY-GOLAY FILTER; SIGNAL-TO-NOISE RATIO ENHANCEMENT;

SIGNAL TO NOISE RATIO;

EID: 54949087184     PISSN: 00037028     EISSN: None     Source Type: Journal    
DOI: 10.1366/000370208786049079     Document Type: Article

References (42)

1. H. Waki, K. Katahira, J. W. Poison, S. Kasparov, D. Murphy, and J. F. R. Paton, Exp. Physiol. 91, 201 (2006).
2. M. K. Kiymik, I. Güler, A. Dizibüyüka, and M. Akin, Comp. Biol. Med. 35, 603 (2005).
3. J. Zhao, H. Lui, D. I. McLean, and H. Zeng, Appl. Spectrosc. 61, 1225 (2007).
4. T. Krishnamurthy, U. Rajamani, P. L. Ross, R. Jabbour, H. Nair, J. Eng, J. Yates, M. T. Davis, D. C. Stahl, and T. D. Lee, Toxin Rev. 19, 95 (2000).
5. J. R. Scott, T. R. McJunkin, and P. L. Tremblay, J. Assoc. Lab. Auto. 8, 61 (2003).
6. B. Yan, T. R. McJunkin, D. L. Stoner, and J. R. Scott, Appl. Surf. Sci. 253, 2011 (2006).
7. L. Griffiths, Mag. Reson. Chem. 44, 54 (2006).
8. T. Sundin, L. Vanhamme, P. Van Hecke, I. Dologlou, and S. Van Huffel, J. Mag. Reson. 139, 189 (1999).
9. L. Vanhamme, T. Sundin, P. Van Hecke, S. Van Huffel, and R. Pintelon, J. Mag. Reson. 143, 1 (2000).
10. A. Jirasek, G. Schulze, M. M. L. Yu, M. W. Blades, and R. F. B. Turner, Appl. Spectrosc. 58, 1488 (2004).
11. G. Schulze, A. Jirasek, M. M. L. Yu, A. Lim, R. F. B. Turner, and M. W. Blades, Appl. Spectrosc. 59, 545 (2005).
12. K. Young, B. J. Soher, and A. A. Maudsley, Mag. Reson. Med. 40, 816 (1998).
13. G. Schulze, M. M. L. Yu, C. J. Addison, M. W. Blades, and R. F. B. Turner, Appl. Spectrosc. 60, 820 (2006).
14. E. Abd-Elrady and J. Schoukens, Automatica 41, 857 (2005).
15. S. Hiller, F. Fiorito, K. Wuthrich, and G. Wider, Proc. Natl. Acad. Sci. USA 102, 10876 (2005).
16. B. Czarnik-Matusewicz, M. A. Czamecki, and Y. Ozaki, "The Effect of Subtraction Procedure on Information Gained from 2D Correlation Spectra for Aqueous Protein Solutions", in Two-Dimensional Correlation Spectroscopy, Y. Ozaki and I. Noda, Eds. (American Institute of Physics, New York, NY, 2000), p. 291.
17. P. J. Tandler, P. d. B. Harrington, and H. Richardson, Anal. Chim. Acta 368, 45 (1998).
18. Z. W. Yu, J. Liu, and I. Noda, Appl. Spectrosc. 57, 1605 (2003).
19. Y.-P. Wang, Y. Wang, and P. Spencer, Appl. Spectrosc. 60, 826 (2006).
20. S. E. Bialkowski, Anal. Chem. 60, 355A (1988).
21. C. L. Erickson, M. J. Lysaght, and J. B. Callis, Anal. Chem. 60, 1155 A (1992).
22. P. D. Wentzell and C. D. Brown, "Signal processing in analytical chemistry", in Encyclopedia of Analytical Chemistry, R. A. Meyers, Ed. (John Wiley and Sons, Chichester, UK, 2000), p. 9764.
23. L. Yin, R. Yang, M. Gabbouj, and Y. Neuvo, IEEE Trans. Circuits Syst. 43, 157 (1996).
24. P. van der Heide, X.-P. Xu, B. J. Marsh, D. Hanein, and N. Volkmann, J. Struct. Biol. 158, 196 (2007).
25. A. Savitzky and M. J. E. Golay, Anal. Chem. 36, 1627 (1964).
26. L. S. Greek, H. G. Schulze, M. W. Blades, A. V. Bree, B. B. Gorzalka, and R. R B. Turner, Appl. Spectrosc. 49, 425 (1995).
27. A. Jirasek, Q. Matthews, M. Hilts, G. Schulze, M. W. Blades, and R. F. B. Turner, Phys. Med. Biol. 51, 2599 (2006).
28. H. G. Schulze, R. B. Foist, A. I. Jirasek, A. Ivanov, and R. F. B. Turner. Appl. Spectrosc. 61, 157 (2007).
29. W. H. Press, S. A. Teukolsky, W. T. Vetterling, and B. P. Flannery, Numerical Recipes in C (Cambridge University Press, New York, NY, 1994), 2nd ed.
30. A. G. DiRienzo and I. G. Zurbenko, Biomelrics 54, 493 (1998).
31. A. G. DiRienzo and I. G. Zurbenko, J. Comput. Graph. Stat. 8, 41 (1999).
32. K. Civerolo and S. T. Rao, Atmos. Environ. 35, 5657 (2001).
33. A. Hess, H. Iyer, and W. Malm, Atmos. Environ. 35, 5211 (2001).
34. E. Gudmundson, N. Sandgren, and P. Stoica, International Conference on Acoustics, Speech, and Signal Processing III, 504 (2006).
35. S.-G. Miaou and C.-L. Lin, IEEE Trans. Biomed. Eng. 49, 233 (2002).
36. S. Tirosh, D. Van De Ville, and M. Unser, IEEE Trans. Image Proc. 15, 2616 (2006).
37. A. Kovac, Comp. Stat. Data Anal. 51, 5155 (2007).
38. I. T. Young and L. J. van Vliet, Signal Proc. 44, 139 (1995).
39. K. Ito and K. Xiong, IEEE Trans. Auto. Control 45, 910 (2000).
40. L. S. Greek, H. G. Schulze, M. W. Blades, C. A. Haynes, K.-F. Klein, and R. F. B. Turner, Appl. Opt. 37, 170 (1998).
41. L. S. Greek, H. G. Schulze, M. W. Blades, C. A. Haynes, and R. F. B. Turner, Proceedings of the 22nd Canadian Medical and Biological Engineering Society Conference (1996), p. 78.
42. H. G. Schulze, Ph.D. Thesis, The University of British Columbia, Vancouver (1996).