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A new paradigm for processing signals with sparse representation in some basis is actively developed for some time past. It relies largely on the ideas of measurement randomization and ℓ 1 -optimization. The recent methods of acquisition and representation of the compressed data were christened compressive sensing .
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Granichin et al. (2010) studied this question.
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