Convex optimization for generalized sparse recovery

The past decade has witnessed the emergence of compressed sensing as a way of acquiring sparsely representable signals in a compressed form. These developments have greatly motivated research in sparse signal recovery, which lies at the heart of compressed sensing, and which has recently found its u...

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Bibliographic Details
Main Author: van den Berg, Ewout
Language:English
Published: University of British Columbia 2009
Online Access:http://hdl.handle.net/2429/16646