On the exact values of coefficients of coiflets

Dana Černá; Václav Finěk; Karel Najzar

Open Mathematics (2008)

  • Volume: 6, Issue: 1, page 159-169
  • ISSN: 2391-5455

Abstract

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In 1989, R. Coifman suggested the design of orthonormal wavelet systems with vanishing moments for both scaling and wavelet functions. They were first constructed by I. Daubechies [15, 16], and she named them coiflets. In this paper, we propose a system of necessary conditions which is redundant free and simpler than the known system due to the elimination of some quadratic conditions, thus the construction of coiflets is simplified and enables us to find the exact values of the scaling coefficients of coiflets up to length 8 and two further with length 12. Furthermore for scaling coefficients of coiflets up to length 14 we obtain two quadratic equations, which can be transformed into a polynomial of degree 4 for which there is an algebraic formula to solve them.

How to cite

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Dana Černá, Václav Finěk, and Karel Najzar. "On the exact values of coefficients of coiflets." Open Mathematics 6.1 (2008): 159-169. <http://eudml.org/doc/269141>.

@article{DanaČerná2008,
abstract = {In 1989, R. Coifman suggested the design of orthonormal wavelet systems with vanishing moments for both scaling and wavelet functions. They were first constructed by I. Daubechies [15, 16], and she named them coiflets. In this paper, we propose a system of necessary conditions which is redundant free and simpler than the known system due to the elimination of some quadratic conditions, thus the construction of coiflets is simplified and enables us to find the exact values of the scaling coefficients of coiflets up to length 8 and two further with length 12. Furthermore for scaling coefficients of coiflets up to length 14 we obtain two quadratic equations, which can be transformed into a polynomial of degree 4 for which there is an algebraic formula to solve them.},
author = {Dana Černá, Václav Finěk, Karel Najzar},
journal = {Open Mathematics},
keywords = {orthonormal wavelet; coiflet; exact value of filter coefficients; numerical examples},
language = {eng},
number = {1},
pages = {159-169},
title = {On the exact values of coefficients of coiflets},
url = {http://eudml.org/doc/269141},
volume = {6},
year = {2008},
}

TY - JOUR
AU - Dana Černá
AU - Václav Finěk
AU - Karel Najzar
TI - On the exact values of coefficients of coiflets
JO - Open Mathematics
PY - 2008
VL - 6
IS - 1
SP - 159
EP - 169
AB - In 1989, R. Coifman suggested the design of orthonormal wavelet systems with vanishing moments for both scaling and wavelet functions. They were first constructed by I. Daubechies [15, 16], and she named them coiflets. In this paper, we propose a system of necessary conditions which is redundant free and simpler than the known system due to the elimination of some quadratic conditions, thus the construction of coiflets is simplified and enables us to find the exact values of the scaling coefficients of coiflets up to length 8 and two further with length 12. Furthermore for scaling coefficients of coiflets up to length 14 we obtain two quadratic equations, which can be transformed into a polynomial of degree 4 for which there is an algebraic formula to solve them.
LA - eng
KW - orthonormal wavelet; coiflet; exact value of filter coefficients; numerical examples
UR - http://eudml.org/doc/269141
ER -

References

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  1. [1] Adams W.W., Loustaunau P., An Introduction to Gröbner Bases, American Mathematical Society, 1994 Zbl0803.13015
  2. [2] Antonini M., Barlaud M., Mathieu P., Daubechies I., Image coding using wavelet transforms, IEEE Trans. Image Process., 1992, 1, 205–220 http://dx.doi.org/10.1109/83.136597 
  3. [3] Beylkin G., On the representation of operators in bases of compactly supported wavelets, SIAM J. Numer. Anal., 1992, 29, 1716–1740 http://dx.doi.org/10.1137/0729097 Zbl0766.65007
  4. [4] Beylkin G., Coifman R.R., Rokhlin V., Fast wavelet transforms and numerical algorithms I, Comm. Pure Appl. Math., 1991, 44, 141–183 http://dx.doi.org/10.1002/cpa.3160440202 Zbl0722.65022
  5. [5] Bittner K., Urban K., Adaptive wavelet methods using semiorthogonal spline wavelets: Sparse evaluation of nonlinear functions, preprint Zbl1135.42335
  6. [6] Buchberger B., An algorithm for finding a basis for the residue class ring of a zero-dimensional polynomial ideal, PhD thesis, University of Inssbruck, Austria, 1965 (in German) 
  7. [7] Burrus C.S., Odegard J.E., Coiflet Systems and Zero Moments, IEEE Trans. Signal Process., 1998, 46, 761–766 http://dx.doi.org/10.1109/78.661342 
  8. [8] Burrus C.S., Gopinath R.A., On the moments of the scaling function ψ 0, Proceedings of the ISCAS-92, 1992, 963–966 
  9. [9] Černá D., Finěk V., On the computation of scaling coefficients of Daubechies wavelets, Cent. Eur. J. Math., 2004, 2, 399–419 http://dx.doi.org/10.2478/BF02475237 Zbl1076.65126
  10. [10] Chyzak F., Paule P., Scherzer O., Schoisswohl A., Zimmermann B., The construction of orthonormal wavelets using symbolic methods and a matrix analytical approach for wavelets on the interval, Experiment. Math., 2001, 10, 67–86 Zbl0974.42027
  11. [11] Cohen A., Ondelettes analyses multirésolutions et filtres miroir en quadrature, Ann. Inst. H. Poincaré Anal. Non Linéaire, 1990, 7, 439–459 Zbl0736.42021
  12. [12] Cohen A., Daubechies I., Feauveau J.C., Biorthogonal bases of compactly supported wavelets, Comm. Pure Appl. Math., 1992, 45, 485–500 http://dx.doi.org/10.1002/cpa.3160450502 Zbl0776.42020
  13. [13] Dahmen W., Kunoth A., Urban K., Biorthogonal spline wavelets on the interval - stability and moment conditions, Appl. Comput. Harmon. Anal., 1999, 6, 132–196 http://dx.doi.org/10.1006/acha.1998.0247 Zbl0922.42021
  14. [14] Daubechies I., Orthonormal bases of compactly supported wavelets, Comm. Pure Appl. Math., 1988, 41, 909–996 http://dx.doi.org/10.1002/cpa.3160410705 Zbl0644.42026
  15. [15] Daubechies I., Orthonormal bases of compactly supported wavelets II Variations on a theme, SIAM J. Math. Anal., 1993, 24, 499–519 http://dx.doi.org/10.1137/0524031 Zbl0792.42018
  16. [16] Daubechies I., Ten lectures on wavelets, SIAM, Philadelphia, 1992 
  17. [17] Eirola T., Sobolev characterization of compactly supported wavelets, SIAM J. Math. Anal., 1992, 23, 1015–1030 http://dx.doi.org/10.1137/0523058 Zbl0761.42014
  18. [18] Finěk V., Approximation properties of wavelets and relations among scaling moments, Numer. Funct. Anal. Optim., 2004, 25, 503–513 http://dx.doi.org/10.1081/NFA-200041709 Zbl1069.42022
  19. [19] Finěk V., Approximation properties of wavelets and relations among scaling moments II, Cent. Eur. J. Math., 2004, 2, 605–613 http://dx.doi.org/10.2478/BF02475967 Zbl1081.42027
  20. [20] Lawton W.M., Necessary and sufficient conditions for constructing orthonormal wavelet bases, J. Math. Phys., 1991, 32, 57–61 http://dx.doi.org/10.1063/1.529093 Zbl0757.46012
  21. [21] Lebrun J., Selesnick I., Grobner bases and wavelet design, J. Symb. Comp., 2004, 37, 227–259 http://dx.doi.org/10.1016/j.jsc.2002.06.002 Zbl1047.94505
  22. [22] Monzón L., Beylkin G., Hereman W., Compactly supported wavelets based on almost interpolating and nearly linear phase filters (coiflets), Appl. Comput. Harmon. Anal., 1999, 7, 184–210 http://dx.doi.org/10.1006/acha.1999.0266 Zbl0944.42023
  23. [23] Regensburger G., Scherzer O., Symbolic computation for moments and filter coefficients of scaling functions, Ann. Comb., 2005, 9, 223–243 http://dx.doi.org/10.1007/s00026-005-0253-7 Zbl1077.42030
  24. [24] Regensburger G., Parametrizing compactly supported orthonormal wavelets by discrete moments, Applicable Algebra in Engineering, Communication and Computing, 2007, 18, 583–601 http://dx.doi.org/10.1007/s00200-007-0054-9 Zbl1142.42325
  25. [25] Resnikoff H.L., Wells R.O., Wavelet analysis. The scalable structure of information, Springer-Verlag, New York, 1998 Zbl0922.42020
  26. [26] Shann W.C., Yen C.C., On the exact values of orthonormal scaling coefficients of length 8 and 10, Appl. Comput. Harmon. Anal., 1999, 6, 109–112 http://dx.doi.org/10.1006/acha.1997.0240 
  27. [27] Tian J., The mathematical theory and applications of biorthogonal Coifman wavelet systems, Ph.D. thesis, Rice University, Houston, TX, 1996 
  28. [28] Tian J., Wells R.O. Jr., Vanishing moments and biorthogonal Coifman wavelet systems, Proceedings of 4th International Conference on Mathematics in Signal Processing, University of Warwick, England, 1997 
  29. [29] Tian J., Wells R.O. Jr., Vanishing moments and wavelet approximation, Technical Report, CML TR95-01, Rice University, January 1995 
  30. [30] Unser M., Approximation power of biorthogonal wavelet expansions, IEEE Transactions on Signal Processing, 1996, 44, 519–527 http://dx.doi.org/10.1109/78.489025 
  31. [31] Villemoes L.F., Energy moments in time and frequency for two-scale difference equation solutions and wavelets, SIAM J. Math. Anal., 1992, 23, 1519–1543 http://dx.doi.org/10.1137/0523085 Zbl0759.39005

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