Resolution of overlapping signals in spectrometry using a wavelet packet transform and an Elman recurrent neural network

Analytical and Bioanalytical Chemistry

Volumn 388, Issue 1, 2007, Pages 215-225

  Ren, Shouxin ^a   Gao, Ling ^a  

^a INNER MONGOLIA UNIVERSITY   (China)

Author keywords

Elman recurrent neural network; Multicomponent analysis; Overlapping signals; Spectrometry; Wavelet packet transform

Indexed keywords

COPPER; FOURIER TRANSFORMS; LINEAR REGRESSION; MULTIVARIANT ANALYSIS; PACKET NETWORKS; PRINCIPAL COMPONENT ANALYSIS; WAVELET TRANSFORMS;

ELMAN RECURRENT NEURAL NETWORKS; MULTICOMPONENT ANALYSIS; OVERLAPPING SIGNALS; WAVELET PACKET TRANSFORMS;

RECURRENT NEURAL NETWORKS;

EID: 34248146441     PISSN: 16182642     EISSN: 16182650     Source Type: Journal    
DOI: 10.1007/s00216-007-1210-6     Document Type: Article

References (28)

1. Daubechies I (1989) Commun Pure Appl Math 41:909-996
2. Mallat S, Hwang WL (1992) IEEE Trans Inform Theory 38:617-643
3. Casey SD, Walnut DF (1994) SIAM Rev 36:537-577
4. Coifman RR, Wickerhauser MV (1992) IEEE Trans Inform Theory 38:713-718
5. Jawerth B, Swedens W (1994) SIAM Rev 36:377-412
6. Shao XG, Cai WS (1999) Anal Lett 32:743-760
7. Collantes ER, Duta R, Welsh WJ (1997) Anal Chem 69:1392-1397
8. Walczak B, Massart DL (1997) Chemometr Intell Lab Syst 36:81-94
9. Donald D, Everingham Y, Coomans D (2005) Chemometr Intell Lab Syst 77:32-42
10. Dieterle F, Busche S, Gauglitz G (2004) Anal Bioanal Chem 380:383-396
11. Ke YK, Dong HR (1998) Handbook of analytical chemistry 3: spectral analysis. Publishing Company of the Chemical Industry, Beijing, pp 778
12. Zhang Y, Li H, Hou A, Havel J (2005) Talanta 65:118-128
13. Rudnitskaya A, Ehert A, Legin A, Vlasov Y, Buttgenbach S (2001) Talanta 505:425-431
14. Hagan MT, Demuth HB, Beale MH (1996) Neural network design. PWS, New York
15. Ren SX, Gao L (2004) Anal Bioanal Chem 378:1392-1398
16. Elman JL (1990) Cogn Sci 14:179-211
17. Ren SX, Gao L (2000) Talanta 50:1163-1173
18. Donoho DL (1995) IEEE Trans Inform Theory 41(3):613-627
19. Alsberg BK, Woodward AM, Winson MK, Rowland J, Kell DB (1997) Analyst 122:645-652
20. Otto M, Wegscheider W (1985) Anal Chem 57:63-69
21. Gholivand MB, Bamdad F, Ghasemi J (1998) Talanta 46:875-884
22. Colston BJ, Robinson VJ (1997) Analyst 122:1451-1455
23. Zou XI, Li YQ, Li ML, Zheng B, Yang JG (2004) Talanta 62:719-725
24. Ren SX, Gao L (1995) Anal Lett 28:1665-1679
25. Ren SX, Gao L (1995) J Auto Chem 17:115-118
26. Ren SX, Gao L (1998) Microchem J 58:151-161
27. Gao L, Ren SX (1998) J Autom Chem 20:179-183
28. Faber K, Kowalski BR (1997) J Chemometr 11:53-71