Abstract | ||
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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 |
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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 Javaheri | 1 | 5 | 1.45 |
Hadi. Zayyani | 2 | 96 | 15.51 |
Mário A. T. Figueiredo | 3 | 7203 | 561.50 |
Farrokh Marvasti | 4 | 113 | 13.55 |