Frame representations via suborbits of bounded operators

O Christensen, M Hasannasab - 2019 13th International …, 2019 - ieeexplore.ieee.org
2019 13th International conference on Sampling Theory and …, 2019ieeexplore.ieee.org
The standard setup of dynamical sampling concerns frame properties of sequences of the
form {T n φ}∞ n= 0, where T is a bounded operator on a Hilbert space H and φ ϵ H. In this
paper we consider two generalizations of this basic idea. We first show that the class of
frames that can be represented using iterations of a bounded operator increases drastically
if we allow representations using just a subfamily {T α (k) φ}∞ n= 0 of {T n φ}∞ n= 0; indeed,
any linear independent frame has such a representation for a certain bounded operator T …
The standard setup of dynamical sampling concerns frame properties of sequences of the form {T n φ} n=0 , where T is a bounded operator on a Hilbert space H and φ ϵ H. In this paper we consider two generalizations of this basic idea. We first show that the class of frames that can be represented using iterations of a bounded operator increases drastically if we allow representations using just a subfamily {T α(k) φ} n=0 of {T n φ} ∞n=0 ; indeed, any linear independent frame has such a representation for a certain bounded operator T. Furthermore, we prove a number of results relating the properties of the frame and the distribution of the powers {α(k)} k=1 in N. Finally we show that also the condition of linear independency can be removed by considering approximate frame representations with an arbitrary small prescribed tolerance, in a sense to be made precise.
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