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cs.IT2011
Structured sublinear compressive sensing via belief propagation
Wei Dai, Olgica Milenkovic, Hoa Vin Pham
Compressive sensing (CS) is a sampling technique designed for reducing the complexity of sparse data acquisition. One of the major obstacles for practical deployment of CS techniqu…
cs.IT2009★ 34 cited
Quantized Compressive Sensing
Wei Dai, Hoa Vinh Pham, Olgica Milenkovic
We study the average distortion introduced by scalar, vector, and entropy coded quantization of compressive sensing (CS) measurements. The asymptotic behavior of the underlying qua…