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A class of vector‐valued dilation‐and‐modulation frames on the half real line
Abstract:Vector‐valued frames were first introduced under the name of superframes by Balan in the context of signal multiplexing and by Han and Larson from the mathematical aspect. Since then, the wavelet and Gabor frames in urn:x-wiley:mma:media:mma4875:mma4875-math-0001 have interested many mathematicians. The space urn:x-wiley:mma:media:mma4875:mma4875-math-0002 models vector‐valued causal signal spaces because of the time variable being nonnegative. But it admits no nontrivial shift‐invariant system and thus no wavelet or Gabor frame since urn:x-wiley:mma:media:mma4875:mma4875-math-0003 is not a group by addition (not as urn:x-wiley:mma:media:mma4875:mma4875-math-0004). Observing that urn:x-wiley:mma:media:mma4875:mma4875-math-0005 is a group by multiplication, we, in this paper, introduce a class of multiplication‐based dilation‐and‐modulation ( urn:x-wiley:mma:media:mma4875:mma4875-math-0006) systems, and investigate the theory of urn:x-wiley:mma:media:mma4875:mma4875-math-0007 frames in urn:x-wiley:mma:media:mma4875:mma4875-math-0008. Since urn:x-wiley:mma:media:mma4875:mma4875-math-0009 is not closed under the Fourier transform, the Fourier transform does not fit urn:x-wiley:mma:media:mma4875:mma4875-math-0010. We introduce the notion of Θa transform in urn:x-wiley:mma:media:mma4875:mma4875-math-0011, and using Θa‐transform matrix method, we characterize urn:x-wiley:mma:media:mma4875:mma4875-math-0012 frames, Riesz bases, and dual frames in urn:x-wiley:mma:media:mma4875:mma4875-math-0013 and obtain an explicit expression of urn:x-wiley:mma:media:mma4875:mma4875-math-0014 duals for an arbitrary given urn:x-wiley:mma:media:mma4875:mma4875-math-0015 frame. An example theorem is also presented.
Keywords:dilation‐and‐modulation system  frame  matrix‐valued function  Θ  atransform  vector‐valued frame
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