Ontology highlight
ABSTRACT:
SUBMITTER: Kim D
PROVIDER: S-EPMC4784713 | biostudies-literature | 2016 Aug
REPOSITORIES: biostudies-literature
Kim Daeun D Haldar Justin P JP
Signal processing 20160206
This work proposes a family of greedy algorithms to jointly reconstruct a set of vectors that are (i) nonnegative and (ii) simultaneously sparse with a shared support set. The proposed algorithms generalize previous approaches that were designed to impose these constraints individually. Similar to previous greedy algorithms for sparse recovery, the proposed algorithms iteratively identify promising support indices. In contrast to previous approaches, the support index selection procedure has bee ...[more]