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CISS
2010
IEEE
13 years 1 months ago
Queue based compression in a two-way relay network
—We consider the problem of joint rate scheduling and lossy data compression in a two-way relay network with distortion-sensitive stochastic packet traffic. A relay node facilit...
Ertugrul Necdet Ciftcioglu, Yalin Evren Sagduyu, A...
CORR
2011
Springer
148views Education» more  CORR 2011»
13 years 4 months ago
How well can we estimate a sparse vector?
The estimation of a sparse vector in the linear model is a fundamental problem in signal processing, statistics, and compressive sensing. This paper establishes a lower bound on t...
Emmanuel J. Candès, Mark A. Davenport
ICASSP
2008
IEEE
14 years 4 months ago
Iteratively reweighted algorithms for compressive sensing
The theory of compressive sensing has shown that sparse signals can be reconstructed exactly from many fewer measurements than traditionally believed necessary. In [1], it was sho...
Rick Chartrand, Wotao Yin
TIT
2011
120views more  TIT 2011»
13 years 4 months ago
Deterministic Construction of Binary, Bipolar, and Ternary Compressed Sensing Matrices
—In this paper we establish the connection between the Orthogonal Optical Codes (OOC) and binary compressed sensing matrices. We also introduce deterministic bipolar m × n RIP f...
Arash Amini, Farokh Marvasti
ICA
2007
Springer
14 years 3 months ago
Compressed Sensing and Source Separation
Abstract. Separation of underdetermined mixtures is an important problem in signal processing that has attracted a great deal of attention over the years. Prior knowledge is requir...
Thomas Blumensath, Mike E. Davies