Measurement Bounds for Sparse Signal Ensembles via Graphical Models

Marco F. Duarte, Michael B. Wakin, Dror Baron +2

In compressive sensing, a small collection of linear projections of a sparse signal contains enough information to permit signal recovery. Distributed compressive sensing (DCS) ext…