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Completion versus removal of redundancy by perturbation

Part of: Nontrigonometric harmonic analysis

Published online by Cambridge University Press:  05 July 2021

Ole Christensen  and
Marzieh Hasannasab
Ole Christensen*
Affiliation:
DTU Compute, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark
Marzieh Hasannasab
Affiliation:
TU Berlin Institute of Mathematics, Straße des 17. Juni 136, 10623Berlin, Germany e-mail: [email protected]
*
e-mail: [email protected]
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Abstract

A sequence $\left \{g_k\right \}_{k=1}^{\infty }$ in a Hilbert space ${\cal H}$ has the expansion property if each $f\in \overline {\text {span}} \left \{g_k\right \}_{k=1}^{\infty }$ has a representation $f=\sum _{k=1}^{\infty } c_k g_k$ for some scalar coefficients $c_k.$ In this paper, we analyze the question whether there exist small norm-perturbations of $\left \{g_k\right \}_{k=1}^{\infty }$ which allow to represent all $f\in {\cal H};$ the answer turns out to be yes for frame sequences and Riesz sequences, but no for general basic sequences. The insight gained from the analysis is used to address a somewhat dual question, namely, whether it is possible to remove redundancy from a sequence with the expansion property via small norm-perturbations; we prove that the answer is yes for frames $\left \{g_k\right \}_{k=1}^{\infty }$ such that $g_k\to 0$ as $k\to \infty ,$ as well as for frames with finite excess. This particular question is motivated by recent progress in dynamical sampling.

Keywords

FramesRiesz basescompletenessredundancy

MSC classification

Primary: 42C40: Wavelets and other special systems
Type
Article
Information
Canadian Mathematical Bulletin , Volume 65 , Issue 2 , June 2022 , pp. 456 - 465
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Copyright
© Canadian Mathematical Society 2021

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