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Dyadic-based factorizations for regular paraunitary filterbanks and M-band orthogonal wavelets with structural vanishing moments

  • LIGO-Massachusetts Institute of Technology
  • MediaTek Inc
  • University of Texas at Arlington College of Engineering

Research output: Contribution to journalArticlepeer-review

38 Citations (Scopus)

Abstract

Paraunitary filterbanks (PUFBs) can be designed and implemented using either degree-one or order-one dyadic-based factorization. This paper discusses how regularity of a desired degree is structurally imposed on such factorizations for any number of chalmels M ≥ 2, without necessarily constraining the phase responses. The regular linear-phase PUFBs become a special case under the proposed framework. We show that the regularity conditions are conveniently expressed in terms of recently reported M-channel lifting structures, which allow for fast, reversible, and possibly multiplierless implementations in addition to improved design efficiency, as suggested by numerical experience. M-band orthonormal wavelets with structural vanishing moments are obtained by iterating the resulting regular PUFBs on the lowpass channel. Design examples are presented and evaluated using a transform-based image coder, and they are found to outperform previously reported designs.

Original languageEnglish
Pages (from-to)193-207
Number of pages15
JournalIEEE Transactions on Signal Processing
Volume53
Issue number1
DOIs
Publication statusPublished - Jan 2005
Externally publishedYes

Keywords

  • Dyadic-based factorization
  • Regular paraunitary filterbank
  • Vanishing moment
  • Wavelet

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