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. 2019 May 13;5:e192. doi: 10.7717/peerj-cs.192

Table 3. Average norm of sparse code errors of MSE–based OMPs and robust alternatives for different types of noise.

Best results are marked bold. K = K0 = 10.

Noise Gaussian Laplacian Student Chi–squared Exponential
OMP 5.92 5.69 7.14 5.22 4.43
GOMP 7.66 7.27 9.37 6.71 5.65
CMP 5.57 4.40 3.87 3.08 3.49
Cauchy 5.88 5.21 4.43 3.95 4.06
Fair 5.92 5.34 5.05 4.45 4.13
Huber 5.80 5.04 4.57 3.92 3.89
Tukey 5.85 4.78 3.80 3.05 3.64
Welsch 5.82 4.84 3.90 3.20 3.70