English

Gabor fusion frames generated by difference sets

Classical Analysis and ODEs 2016-01-20 v1

Abstract

Collections of time- and frequency-shifts of suitably chosen generators (Alltop or random vectors) proved successful for many applications in sparse recovery and related fields. It was shown in \cite{xia2005achieving} that taking a characteristic function of a difference set as a generator, and considering only the frequency shifts, gives an equaingular tight frame for the subspace they span. In this paper, we investigate the system of all N2N^2 time- and frequency-shifts of a difference set in dimension NN via the mutual coherence, and compare numerically its sparse recovery effectiveness with Alltop and random generators. We further view this Gabor system as a fusion frame, show that it is optimally sparse, and moreover an equidistant tight fusion frame, i.e. it is an optimal Grassmannian packing.

Keywords

Cite

@article{arxiv.1507.01829,
  title  = {Gabor fusion frames generated by difference sets},
  author = {Irena Bojarovska and Victoria Paternostro},
  journal= {arXiv preprint arXiv:1507.01829},
  year   = {2016}
}

Comments

14 pages, 3 figures

R2 v1 2026-06-22T10:07:20.471Z