IEEE - Institute of Electrical and Electronics Engineers, Inc. - Sparse Recovery Conditions and Performance Bounds for $\ell _p$ -Minimization

Author(s): Chengzhu Yang ; Xinyue Shen ; Hongbing Ma ; Yuantao Gu ; Hing Cheung So
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2018
Volume: 66
Page(s): 5,014 - 5,028
ISSN (Electronic): 1941-0476
ISSN (Paper): 1053-587X
DOI: 10.1109/TSP.2018.2862402
Regular:

In sparse recovery, a sparse signal ${\mathbf x}\in \mathbb {R}^N$ with $K$ nonzero entries is to be reconstructed from a compressed measurement $\mathbf y=Ax$ with ${\mathbf A}\in \mathbb... View More

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