Nonconvex Penalized Regularization for Robust Sparse Recovery in the Presence of <inline-formula> <tex-math notation="LaTeX">$S\alpha S$ </tex-math></inline-formula> Noise
Nonconvex penalties have recently received considerable attention in sparse recovery based on Gaussian assumptions. However, many sparse recovery problems occur in the presence of impulsive noises. This paper is concerned with the analysis and comparison of different sparsity-inducing penalties for...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2018-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8351921/ |