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A Single-letter Characterization of Optimal Noisy Compressed Sensing

A Single-letter Characterization of Optimal Noisy Compressed Sensing. Dongning Guo Dror Baron Shlomo Shamai. Setting. Replace samples by more general measurements based on a few linear projections (inner products). sparse signal. measurements. # non-zeros. Signal Model.

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A Single-letter Characterization of Optimal Noisy Compressed Sensing