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Constructions of Vector-Valued Filters and Vector-Valued Wavelets

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  • Jianxun He
  • Shouyou Huang

Abstract

Let a = ( a 1 , a 2 , … , a m ) ∈ ℂ m be an m -dimensional vector. Then, it can be identified with an m × m circulant matrix. By using the theory of matrix-valued wavelet analysis (Walden and Serroukh, 2002), we discuss the vector-valued multiresolution analysis. Also, we derive several different designs of finite length of vector-valued filters. The corresponding scaling functions and wavelet functions are given. Specially, we deal with the construction of filters on symmetric matrix-valued functions space.

Suggested Citation

  • Jianxun He & Shouyou Huang, 2012. "Constructions of Vector-Valued Filters and Vector-Valued Wavelets," Journal of Applied Mathematics, Hindawi, vol. 2012, pages 1-18, July.
  • Handle: RePEc:hin:jnljam:130939
    DOI: 10.1155/2012/130939
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