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Volume 21 Issue 6
Nov.  1999
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Zhang Jiankang, Bao Zheng. Approximation Power of Biorthogonal Wavelet with Sampling Property and Computation of Wavelet Sampling Points[J]. Journal of Electronics & Information Technology, 1999, 21(6): 721-728.
Citation: Zhang Jiankang, Bao Zheng. Approximation Power of Biorthogonal Wavelet with Sampling Property and Computation of Wavelet Sampling Points[J]. Journal of Electronics & Information Technology, 1999, 21(6): 721-728.

Approximation Power of Biorthogonal Wavelet with Sampling Property and Computation of Wavelet Sampling Points

  • Received Date: 1998-01-15
  • Rev Recd Date: 1998-12-11
  • Publish Date: 1999-11-19
  • The focus in this paper is on the discussion of the approximation performance of the Mallat algorithm under biorthogonal wavelet bases with sampling property. The asymptotic formulae of the approximation errors of the Mallat algorithm and sharper quantitative estimation of the upper bounds are given for relatively small scale and relatively large scale, respectively. The results demonstrate that under such wavelet bases, the rate of decay of the Mallat project, directly replacing wavelet sampling points by uniform sampling points without prefiltering, reaches K order, where K is the order of a synthesis scaling function. The final experiments also show its advantages.
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  • Cohen A, Daubechies I, Feauveau J C. Bi-orthogonal bases of compactly supported wavelets .Comm.Pure Appl. Math, 1992,452, 45(2) :485-560 .[2]Vetterli M, Herley C. Wavelets and filter banks: Theory and design .IEEE Trans. on SP, 1994,SP-4211, SP-42(11) :2915-2925.[3]Cohen A. Biorthogonal Wavelets. Wavelets: A Tutorial in Theory and Applications, C. K. Chui, Ed. New York: Academic. 1992,123-152.[4]Feauveau J C, Mathieu P. Recursive biorthogonal wavelet transform for image coding. Proc. Int. Conf. Acoust., Speech and Signal Processing, Toronto, Canada: 1991, 2649-2652.[5]Unser M. Approximation power of biorthogonal wavelet expansions .IEEE Trans. on SP, 1996,SP-44(3) :519-527.[6]Shensa M J. The discrete wavelet transform: Wedding the Atrous and Mallat algorithm .IEEE Trans. on SP, 1992,SP-40(10): 2464-2482.[7]Aldroubi A, Unser M. Families of Wavelet Transforms in Connection With Shannon's Sampling Theory and Gabor Transform. Wavelets: A Tutorial in Theory and Applications,C. K. Chui, Ed. New York: Academic, 1992,509-528.[8]张建康, 保铮, 于宏毅. M带离散小波变换中正交小波的逼近性能分析. 中国科学(E 辑), 1997, 27(6): 556-541.
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