Is compressed sensing for digital signals or could also be applied for discrete time signals?

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I was wondering if is compressed sensing for digital signals? or could also be applied for discrete time signals? What I mean is lets say I have a sampled but not quantized signals, can I find the sparse representation of it? Is there nice book or sth about that?

Thanks.