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Multirate systems with shortest spline-wavelet filters

  • Charles K. Chui
  • , Johan De Villiers
  • , Xiaosheng Zhuang*
  • *Corresponding author for this work

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

Abstract

Motivated by the need of short FIR filters for perfect-reconstruction multirate systems, the main objective of this paper is to derive the shortest filters for such filter banks with M channels, for any integer M≥2, based on the M-dilated refinement sequence pm of the mth order cardinal B-spline. By imposing the additional constraint of ℓth order sum rule on the M-dual low-pass sequence am, the smoothness property of the M-dual scaling function, along with its corresponding analysis wavelets, is studied, and consequently yielding the ℓth order vanishing moment for each of the M-1 synthesis (spline) wavelets. Several illustrative examples and tables of the filter systems are also included in this paper.
Original languageEnglish
Pages (from-to)266-296
JournalApplied and Computational Harmonic Analysis
Volume41
Issue number1
Online published18 Jun 2015
DOIs
Publication statusPublished - Jul 2016

Research Keywords

  • Arbitrarily integer dilation
  • B-spline
  • Filter bank
  • Matrix extension
  • Multirate system
  • Polyphase matrices
  • Shortest wavelet filters
  • Wavelet function spaces

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