• DocumentCode
    1468734
  • Title

    The discrete time wavelet transform: its discrete time Fourier transform and filter bank implementation

  • Author

    Hanna, Magdy Tawfik ; Mansoori, Sana Ahmed

  • Author_Institution
    Dept. of Eng. Math. & Phys., Cairo Univ., Fayoum, Egypt
  • Volume
    48
  • Issue
    2
  • fYear
    2001
  • fDate
    2/1/2001 12:00:00 AM
  • Firstpage
    180
  • Lastpage
    183
  • Abstract
    Viewing the discrete time wavelet transform DTWT[m,n] of a sampled signal s(nT) as a sequence in n, a closed-form expression is derived for its Discrete Time Fourier Transform (DTFT) D(m)(e) in terms of the DTFTs of the sampled mother wavelet ψ(nT) and sampled signal s(nT). Next, an expression is derived for the output Y(m)(e) of a filter bank defined by the digital filters a[n] and b[n] and excited by s(nT). The filter a[n] emerged as an ideal low-pass filter, and the filter b[n] turned out to be a time-reversed and complex conjugated version of the sampled mother wavelet ψ(nT)
  • Keywords
    Fourier transforms; digital filters; discrete wavelet transforms; filtering theory; low-pass filters; closed-form expression; complex conjugated version; digital filters; discrete time Fourier transform; discrete time wavelet transform; filter bank implementation; ideal low-pass filter; sampled signal; time-reversed version; Digital filters; Discrete Fourier transforms; Discrete wavelet transforms; Filter bank; Fourier transforms; Image coding; Image resolution; Low pass filters; Sampling methods; Wavelet domain;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7130
  • Type

    jour

  • DOI
    10.1109/82.917787
  • Filename
    917787