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12 papers · 2 filters
Compressed Sensing of Simultaneous Low-Rank and Joint-Sparse Matrices
Mohammad Golbabaee, Pierre Vandergheynst
In this paper we consider the problem of recovering a high dimensional data matrix from a set of incomplete and noisy linear measurements. We introduce a new model that can efficie…
Intermediate Performance Analysis of Growth Codes
Nikolaos Thomos, Rethnakaran Pulikkoonattu, Pascal Frossard
Growth codes are a subclass of Rateless codes that have found interesting applications in data dissemination problems. Compared to other Rateless and conventional channel codes, Gr…
Refined support and entropic uncertainty inequalities
Benjamin Ricaud, Bruno Torrésani
Generalized versions of the entropic (Hirschman-Beckner) and support (Elad-Bruckstein) uncertainty principle are presented for frames representations. Moreover, a sharpened version…
Fast directional spatially localized spherical harmonic transform
Z. Khalid, R. A. Kennedy, S. Durrani +3
We propose a transform for signals defined on the sphere that reveals their localized directional content in the spatio-spectral domain when used in conjunction with an asymmetric…
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning
Ulugbek S. Kamilov, Sundeep Rangan, Alyson K. Fletcher +1
We consider the estimation of an i.i.d. (possibly non-Gaussian) vector $\xbf \in \R^n$ from measurements $\ybf \in \R^m$ obtained by a general cascade model consisting of a known l…
Irregular Product Codes
Masoud Alipour, Omid Etesami, Ghid Maatouk +1
We consider irregular product codes.In this class of codes, each codeword is represented by a matrix. The entries in each row (column) of the matrix should come from a component ro…