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cs.IT2010★ 47 cited
Generalized Approximate Message Passing for Estimation with Random Linear Mixing
Sundeep Rangan
We consider the estimation of an i.i.d.\ random vector observed through a linear transform followed by a componentwise, probabilistic (possibly nonlinear) measurement channel. A no…
cs.IT2010★ 20 cited
Estimation with Random Linear Mixing, Belief Propagation and Compressed Sensing
Sundeep Rangan
We apply Guo and Wang's relaxed belief propagation (BP) method to the estimation of a random vector from linear measurements followed by a componentwise probabilistic measurement c…