Gradually Atom Pruning for Sparse Reconstruction and Extension to Correlated Sparsity

Seyed Hossein Hosseini, Mahrokh G. Shayesteh

We propose a new algorithm for recovery of sparse signals from their compressively sensed samples. The proposed algorithm benefits from the strategy of gradual movement to estimate…