Dynamical sampling and systems from iterative actions of operators

preprint2016arXivOpen access

Abstract

We review some of the recent developments and prove new results concerning frames and Bessel systems generated by iterations of the form {Ang:g∈G, n=0,1,2,… }\{A^ng: g\in G,\, n=0,1,2,\dots \}, where AA is a bounded linear operators on a separable complex Hilbert space H \mathcal{H} and GG is a countable set of vectors in H \mathcal{H} . The system of iterations mentioned above was motivated from the so called dynamical sampling problem. In dynamical sampling, an unknown function ff and its future states AnfA^nf are coarsely sampled at each time level nn, 0≤n<L0\leq n< L, where AA is an evolution operator that drives the system. The goal is to recover ff from these space-time samples.

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