Vector-valued wavelets and vector filter banks

  • Authors:
  • Xiang-Gen Xia;B.W. Suter

  • Affiliations:
  • Air Force Inst. of Technol., Wright-Patterson AFB, OH;-

  • Venue:
  • IEEE Transactions on Signal Processing
  • Year:
  • 1996

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Abstract

In this paper, we introduce vector-valued multiresolution analysis and vector-valued wavelets for vector-valued signal spaces. We construct vector-valued wavelets by using paraunitary vector filter bank theory. In particular, we construct vector-valued Meyer wavelets that are band-limited. We classify and construct vector-valued wavelets with sampling property. As an application of vector-valued wavelets, multiwavelets can be constructed from vector-valued wavelets. We show that certain linear combinations of known scalar-valued wavelets may yield multiwavelets. We then present discrete vector wavelet transforms for discrete-time vector-valued (or blocked) signals, which can be thought of as a family of unitary vector transforms