323 citations · 1.3k across the 121 of their papers we have counts for
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cs.IT2015
Methods for Quantized Compressed Sensing
Hao-Jun Michael Shi, Mindy Case, Xiaoyi Gu +2
In this paper, we compare and catalog the performance of various greedy quantized compressed sensing algorithms that reconstruct sparse signals from quantized compressed measuremen…
cs.IT2015★ 27 cited
Constrained adaptive sensing
Mark A. Davenport, Andrew K. Massimino, Deanna Needell +1
Suppose that we wish to estimate a vector from a small number of noisy linear measurements of the form , where…
cs.IT2015★ 3 cited
Compressive Sensing with Redundant Dictionaries and Structured Measurements
Felix Krahmer, Deanna Needell, Rachel Ward
Consider the problem of recovering an unknown signal from undersampled measurements, given the knowledge that the signal has a sparse representation in a specified dictionary .…