Title
Robust Sparse Recovery in Impulsive Noise via Continuous Mixed Norm.
Abstract
This letter investigates the problem of sparse signal recovery in the presence of additive impulsive noise. The heavytailed impulsive noise is well modeled with stable distributions. Since there is no explicit formula for the probability density function of SαS distribution, alternative approximations are used, such as, generalized Gaussian distribution, which imposes ℓp-norm fidelity on the resid...
Year
DOI
Venue
2018
10.1109/LSP.2018.2846479
IEEE Signal Processing Letters
Keywords
Field
DocType
Robustness,Signal processing algorithms,Noise measurement,Optimization,Minimization,Convergence,Noise robustness
Residual,Mathematical optimization,Fidelity,Signal recovery,Algorithm,Probability density function,Mathematics,Generalized normal distribution
Journal
Volume
Issue
ISSN
25
8
1070-9908
Citations 
PageRank 
References 
3
0.40
0
Authors
4
Name
Order
Citations
PageRank
Amirhossein Javaheri151.45
Hadi. Zayyani29615.51
Mário A. T. Figueiredo37203561.50
Farrokh Marvasti411313.55