English

A characterization of Gabor Riesz bases with separable time-frequency shifts

Functional Analysis 2022-02-15 v1

Abstract

A Gabor system generated by a window function gL2(Rd)g\in L^2(\mathbb{R}^d) and a separable set Λ×ΓR2d\Lambda\times \Gamma \subset \mathbb{R}^{2d} is the collection of time-frequency shifts of gg given by G(g,Λ×Γ)={e2πiξtg(tx)}(x,ξ)Λ×Γ\mathcal G(g, \Lambda\times \Gamma) = \left\{ e^{2\pi i \xi\cdot t}g(t-x)\right\}_{ (x,\xi)\in \Lambda\times \Gamma }. One of the fundamental problems in Gabor analysis is to characterize all windows and time-frequency sets that generate a Gabor frame or Gabor orthonormal basis. The case of Gabor orthonormal bases generated by characteristic functions g=χΩg=\chi_\Omega has been solved by Han and Wang. In this paper, we build on these results and obtain a full characterization of Riesz Gabor systems of the form G(χΩ,Λ×Γ)\mathcal G(\chi_\Omega, \Lambda\times \Gamma) when Ω\Omega is a tiling of Rd\mathbb{R}^d with respect to Λ\Lambda. Furthermore, for a certain class of lattices Λ×Γ\Lambda\times \Gamma, we prove that a necessary condition for the characteristic function of a multi-tiling set to serve as a window function for a Riesz Gabor basis is that the set must be a tiling set. To prove this, we develop new results on the zeros of the Zak transform and connect these results to Gabor frames.

Keywords

Cite

@article{arxiv.2202.06343,
  title  = {A characterization of Gabor Riesz bases with separable time-frequency shifts},
  author = {Christina Frederick and Azita Mayeli},
  journal= {arXiv preprint arXiv:2202.06343},
  year   = {2022}
}