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Optimally Sparse Frames

Published in IEEE Transactions on Information Theory • Jun 28, 2011
Authors:
Peter G. Casazza
,
Andreas M. Heinecke
,
Felix Krahmer

Abstract

Frames have established themselves as a means to derive redundant, yet stable decompositions of a signal for analysis or transmission, while also promoting sparse expansions. However, when the signal dimension is large, the computation of the frame measurements of a signal typically requires a large...

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