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TIT
2011
131views more  TIT 2011»
13 years 2 months ago
Dequantizing Compressed Sensing: When Oversampling and Non-Gaussian Constraints Combine
Laurent Jacques, David K. Hammond, Mohamed-Jalal F...
ICASSP
2011
IEEE
12 years 11 months ago
Lorentzian based iterative hard thresholding for compressed sensing
In this paper we propose a robust iterative hard thresolding (IHT) algorithm for reconstructing sparse signals in the presence of impulsive noise. To address this problem, we use ...
Rafael E. Carrillo, Kenneth E. Barner
ICASSP
2011
IEEE
12 years 11 months ago
Weighted compressed sensing and rank minimization
—We present an alternative analysis of weighted 1 minimization for sparse signals with a nonuniform sparsity model, and extend our results to nuclear norm minimization for matric...
Samet Oymak, M. Amin Khajehnejad, Babak Hassibi
ICASSP
2011
IEEE
12 years 11 months ago
Compressed sensing signal recovery via A* Orthogonal Matching Pursuit
Nazim Burak Karahanoglu, Hakan Erdogan