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一种有效的小波紧框架设计 被引量:6

An efficient way for wavelet tight frames construction
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摘要 利用W.Swelden和M.J.Shensa关于插值性的刻画,证明了不存在具有3个生成元且满足插值性的小波紧框架.在满足近似插值性及较高阶消失矩的性质下,设计一个低通滤波器,利用不等式得到3个滤波器,从而得到小波紧框架.所得的高通滤波器中有一个满足对称性,一个满足反对称性.设计所得到的滤波器都含有一个自由参数,此参数的引入增加了小波框架的选择余地. Using the demonstration about the interpolation of W. Swelden and M. J. Shensa , we prove that the interpolated wavelet tight frame generated by three generators does not exist. Under satisfying nearly interpolation and higher vanishing moment, we design a low-pass filter, and then using an inequality giving by Ron, we will get three high-pass filters. Therefore we can get the wavelet tight frames that satisfy our properties. Two of those high-pass filters satisfy symmetry or antisymmetry, and all of them have a free parameter. The greater freedom will widen the selection of both low-pass and high-pass filters. Finally, we give the algorithm for filters and some concrete examples of wavelet tight frames.
出处 《西安电子科技大学学报》 EI CAS CSCD 北大核心 2006年第4期665-669,共5页 Journal of Xidian University
基金 国家自然科学基金资助项目(10571113)
关键词 小波紧框架 消失矩 对称性 插值性 wavelet tight frame vanishing moment symmetry interpolation
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参考文献7

  • 1Chui C K, He W. Compactly Supported Tight Frames Associated with Refinable Functions[J]. Appl Comput Harmon Anal, 2000, 8(3): 293-319.
  • 2Daubechies I, Han B, Ron A, et al. Framelets: MRA-Based Constructions of Wavelets of Wavelet Frames[J]. Appl Comput Harmon Anal, 2003, 14(1):1-46.
  • 3Ron A, Shen Z. Affine Systems in L2(R^d) : the Analysis of the Analysis Operator[J]. J Funct Anal, 1997, 148(2):408-447.
  • 4Benedetto J, Li S D. The Theory of Multiresolution Analysis Frames and Applications to Filter Banks[J]. Appl Comput Harmon Anal, 1998, 5(4):389-427.
  • 5Swel Den W. The Lifting Scheme:a Custom Design Construction of Biorthogonal Wavelets[J]. Appl and Comput Harmonic Anal, 1996, 3(2):186-200.
  • 6Shensa M J. The Discrete Wavelet Transform, Wedding the a Trous and Mallat Algorithm[J]. IEEE Trans on Signal Processing, 1992.40(10): 2464-2482.
  • 7Ron A, Shen Z. Construction of Compactly Supproted Affine Frames in L^2(Rd) [M]. New York: Springer, 1998.

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