English

Dual frames compensating for erasures -- non-canonical case

Functional Analysis 2022-03-15 v2

Abstract

In this paper we study the problem of recovering a signal from frame coefficients with erasures. Suppose that erased coefficients are indexed by a finite set EE. Starting from a frame (xn)n=1(x_n)_{n=1}^\infty and its arbitrary dual frame, we give sufficient conditions for constructing a dual frame of (xn)nEc(x_n)_{n\in E^c} so that the perfect reconstruction can be obtained from the preserved frame coefficients. The work is motivated by methods using the canonical dual frame of (xn)n=1(x_n)_{n=1}^\infty, which however do not extend automatically to the case when the canonical dual is replaced with another dual frame. The differences between the cases when the starting dual frame is the canonical dual and when it is not the canonical dual are investigated. We also give several ways of computing a dual of the reduced frame, among which we are the most interested in the iterative procedure for computing this dual frame. Computational tests show that in certain cases the iterative algorithm performs faster than the other considered procedures.

Keywords

Cite

@article{arxiv.2011.07899,
  title  = {Dual frames compensating for erasures -- non-canonical case},
  author = {Ljiljana Arambašić and Diana T. Stoeva},
  journal= {arXiv preprint arXiv:2011.07899},
  year   = {2022}
}

Comments

Two new results are added (Propositions 3.8 and 3.9); the tests on the computational efficiency of the algorithms considered in the paper are performed and organized in a different way

R2 v1 2026-06-23T20:16:50.330Z