Compressed Sensing Reconstruction Using Structural Dependency Models

Compressed sensing (CS) theory has demonstrated that sparse signals can be reconstructed from far fewer measurements than suggested by the Nyquist sampling theory. CS has received great attention recently as an alternative to the current paradigm of sampling followed by compression. Initial CS opera...

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Bibliographic Details
Main Author: Kim, Yookyung
Other Authors: Bilgin, Ali
Language:en
Published: The University of Arizona. 2012
Subjects:
Online Access:http://hdl.handle.net/10150/238613