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Blind Deconvolution Using Convex Programming

Published in IEEE Transactions on Information Theory • Jan 31, 2014
NobleIDNI2P37W47R69S41
Authors:
Ali Ahmed
,
Benjamin Recht
,
Justin Romberg

Abstract

We consider the problem of recovering two unknown vectors, w and x, of length L from their circular convolution. We make the structural assumption that the two vectors are members of known subspaces, one with dimension N and the other with dimension K. Although the observed convolution is nonlinear ...

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