Distribution function | Random noise | Mean value | Standard deviation | RRMSE/% |
---|
Unimodal (σ, M)=(10, 45 μm) | 1% | 9.97, 45.00 | 0.002, 0.001 | 0.26 | 3% | 10.14, 45.15 | 0.021, 0.013 | 2.40 | 5% | 9.89, 44.67 | 0.006, 0.004 | 5.03 | 10% | 9.05, 45.14 | 0.013, 0.014 | 8.73 | Bimodal (σ1, σ2)=(6, 6), (M1, M2)=(30 μm, 70 μm) | 1% | 6.04, 6.26 29.90, 70.02 | 0.005, 0.023 0.012, 0.073 | 2.41 | 3% | 6.10, 5.85 29.84, 70.68 | 0.008, 0.043 0.007, 0.056 | 3.34 | 5% | 5.71, 4.99 30.80, 72.11 | 0.014, 0.099 0.038, 0.341 | 14.27 | 10% | 6.33, 8.39 29.53, 69.58 | 0.012, 0.050, 0.014, 0.047 | 18.55 | Trimodal (σ1, σ2, σ3)=(5, 5, 5),(M1, M2, M3)=(15 μm, 50 μm, 90 μm) | 1% | 4.95, 5.47, 7.48 15.12, 50.61, 93.79 | 0.14, 0.45, 4.90 0.12, 2.99, 3.14 | 12.00 | 3% | 4.99, 5.17, 5.88 15.27, 54.62, 89.37 | 0.11, 3.52, 4.85 0.20, 1.77, 3.37 | 14.45 | 5% | 4.57, 5.30, 4.88 15.50, 55.72, 89.68 | 0.13, 1.25, 6.47 0.17, 2.07, 11.81 | 18.87 | 10% | 5.58, 5.71, 6.18 15.11, 57.02, 100.02 | 0.11, 0.70, 2.39 0.08, 2.10, 1.93 | 20.14 |
|