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Stable Recovery of Structured Signals From Corrupted Sub-Gaussian Measurements

Stable Recovery of Structured Signals From Corrupted Sub-Gaussian Measurements

This paper studies the problem of accurately recovering a structured signal from a small number of corrupted sub-Gaussian measurements. We consider three different procedures to reconstruct signal and corruption when different kinds of prior knowledge are available. In each case, we provide conditions (in terms of the number of measurements) …