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Sparse phase retrieval: Convex algorithms and limitations

Sparse phase retrieval: Convex algorithms and limitations

We consider the problem of recovering signals from their power spectral densities. This is a classical problem referred to in literature as the phase retrieval problem, and is of paramount importance in many fields of applied sciences. In general, additional prior information about the signal is required to guarantee unique …