Improving A⋆ OMP: Theoretical and empirical analyses with a novel dynamic cost model
نویسندگان
چکیده
منابع مشابه
Improving A*OMP: Theoretical and Empirical Analyses With a Novel Dynamic Cost Model
Best-first search has been recently utilized for compressed sensing (CS) by the A orthogonal matching pursuit (AOMP) algorithm. In this work, we concentrate on theoretical and empirical analyses of AOMP. We present a restricted isometry property (RIP) based general condition for exact recovery of sparse signals via AOMP. In addition, we develop online guarantees which promise improved recovery ...
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ژورنال
عنوان ژورنال: Signal Processing
سال: 2016
ISSN: 0165-1684
DOI: 10.1016/j.sigpro.2015.06.011