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Bayesian sequential sparse sampling

Published in Proceedings of meetings on acoustics • Jan 1, 2013
Authors:
Peter Gerstoft
,
Christoph F. Mecklenbräuker

Abstract

We consider the sequential reconstruction of source waveforms under a sparsity constraint from a Bayesian perspective. We assume that the wave field that is observed by a sensor array is from a spatially sparse source distribution. A spatially weighted Laplace-like prior is assumed for the source di...

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