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CORR
2010
Springer
172views Education» more  CORR 2010»
13 years 9 months ago
The MUSIC Algorithm for Sparse Objects: A Compressed Sensing Analysis
The MUSIC algorithm, and its extension for imaging sparse extended objects, with noisy data is analyzed by compressed sensing (CS) techniques. A thresholding rule is developed to a...
Albert Fannjiang
CORR
2011
Springer
203views Education» more  CORR 2011»
13 years 4 months ago
Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors
The Compressive Sensing (CS) framework aims to ease the burden on analog-to-digital converters (ADCs) by reducing the sampling rate required to acquire and stably recover sparse s...
Laurent Jacques, Jason N. Laska, Petros Boufounos,...
SIAMIS
2010
129views more  SIAMIS 2010»
13 years 3 months ago
Compressed Remote Sensing of Sparse Objects
Abstract. The linear inverse source and scattering problems are studied from the perspective of compressed sensing, in particular the idea that sufficient incoherence and sparsity ...
Albert Fannjiang, Thomas Strohmer, Pengchong Yan
ICASSP
2009
IEEE
14 years 3 months ago
Distributed sensing of signals linked by sparse filtering
Olivier Roy, Ali Hormati, Yue M. Lu, Martin Vetter...