Frames of translates with prescribed fine structure in shift invariant spaces

preprint2016arXivOpen access

Abstract

For a given finitely generated shift invariant (FSI) subspace $\cW\subset L^2(\R^k)$ we obtain a simple criterion for the existence of shift generated (SG) Bessel sequences $E(\cF)$ induced by finite sequences of vectors $\cF\in \cW^n$ that have a prescribed fine structure i.e., such that the norms of the vectors in $\cF$ and the spectra of $S_{E(\cF)}$ is prescribed in each fiber of $\text{Spec}(\cW)\subset \T^k$. We complement this result by developing an analogue of the so-called sequences of eigensteps from finite frame theory in the context of SG Bessel sequences, that allows for a detailed description of all sequences with prescribed fine structure. Then, given 0<α1≤…≤αn0<α_1\leq \ldots\leq α_n we characterize the finite sequences $\cF\in\cW^n$ such that ∥fi∥2=αi\|f_i\|^2=α_i, for 1≤i≤n1\leq i\leq n, and such that the fine spectral structure of the shift generated Bessel sequences $E(\cF)$ have minimal spread (i.e. we show the existence of optimal SG Bessel sequences with prescribed norms); in this context the spread of the spectra is measured in terms of the convex potential $P^\cW_φ$ induced by $\cW$ and an arbitrary convex function φ:R+→R+φ:\R_+\rightarrow \R_+.

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