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arxiv: 1507.01829 · v1 · pith:54HWNJAJnew · submitted 2015-07-07 · 🧮 math.CA

Gabor fusion frames generated by difference sets

classification 🧮 math.CA
keywords differenceframefusionsparsealltopfrequency-shiftsgaborgenerators
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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 $N^2$ time- and frequency-shifts of a difference set in dimension $N$ 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.

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