Compressive sensing offers a variety of research fields, including signal sparse representation, sensing matrix design, signal reconstruction. Accurately signal reconstruction algoriths play a key role in compressive sensing. Hence, this thesis shows that a few of type algorithms of convex optimization with compressive sensing theory are investigated.

research on compressive sensing singal.caj

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