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Tight frame oversampling and its equivalence to shift-invariance of affine frame operators
Authors:Charles K. Chui   Qiyu Sun
Affiliation:Department of Mathematics and Computer Science, University of Missouri--St. Louis, St. Louis, Missouri 63121-4499 -- and -- Department of Statistics, Stanford University, Stanford, California 94305 ; Department of Mathematics, National University of Singapore, Singapore 119260, Republic of Singapore
Abstract:Let $Psi={psi_1, ldots, psi_L}subset L^2:=L^2(-infty, infty)$ generate a tight affine frame with dilation factor $M$, where $2le Min mathbf{Z}$, and sampling constant $b=1$ (for the zeroth scale level). Then for $1le Nin mathbf{Z}$, $Ntimes$oversampling (or oversampling by $N$) means replacing the sampling constant $1$ by $1/N$. The Second Oversampling Theorem asserts that $Ntimes$oversampling of the given tight affine frame generated by $Psi$ preserves a tight affine frame, provided that $N=N_0$ is relatively prime to $M$ (i.e., $gcd(N_0,M)=1$). In this paper, we discuss the preservation of tightness in $mN_0times$oversampling, where $1le mvert M$ (i.e., $1le mle M$and $gcd(m,M)=m$). We also show that tight affine frame preservation in $mN_0times$oversampling is equivalent to the property of shift-invariance with respect to $frac{1}{mN_0}mathbf{Z}$ of the affine frame operator $Q_{0,N_0}$ defined on the zeroth scale level.

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