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Multiresolution analysis and orthogonal wavelets associated with fractional wavelet transform

  • Jun Shi*
  • , Xiaoping Liu
  • , Naitong Zhang
  • *Corresponding author for this work
  • Harbin Institute of Technology
  • Harbin Institute of Technology Shenzhen

Research output: Contribution to journalArticlepeer-review

Abstract

The fractional wavelet transform (FRWT), which generalizes the classical wavelet transform, has been shown to be potentially useful for signal processing. Many fundamental results of this transform are already known, but the theory of multiresolution analysis and orthogonal wavelets is still missing. In this paper, we first develop multiresolution analysis associated with the FRWT and then derive a construction of orthogonal wavelets for the FRWT. Several fractional wavelets are also presented. Moreover, some applications of the derived results are discussed.

Original languageEnglish
Pages (from-to)211-220
Number of pages10
JournalSignal, Image and Video Processing
Volume9
Issue number1
DOIs
StatePublished - 19 Jan 2015

Keywords

  • Fractional wavelet transform
  • Multiresolution analysis
  • Orthogonal wavelets
  • Time-frequency analysis

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