Abstract: Approximate message passing (AMP) algorithms break a (high-dimensional) statistical problem into manageable parts and then repeatedly solve each part in turn, akin to alternating projections ...

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Abstract: In this letter, the multiple-measurement-vectors (MMV) compressive sensing (CS) model is presented to accelerate the singular value decomposition (SVD)-based characteristic basis function ...