Sparse Recovery with Coherent Tight Frames via Analysis Dantzig Selector and Analysis LASSO

Junhong Lin, Song Li

This article considers recovery of signals that are sparse or approximately sparse in terms of a (possibly) highly overcomplete and coherent tight frame from undersampled data corr…