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The Necessary And Sufficient Condition for Generalized Demixing (1503.08286v1)
Published 28 Mar 2015 in cs.SY and math.OC
Abstract: Demixing is the problem of identifying multiple structured signals from a superimposed observation. This work analyzes a general framework, based on convex optimization, for solving demixing problems. We present a new solution to determine whether or not a specific convex optimization problem built for generalized demixing is successful. This solution will also bring about the possibility to estimate the probability of success by the approximate kinematic formula.