Research Article
Correlation Analysis Algorithm-Based Multiple-Input Single-Output Wiener Model with Output Noise
Table 4
MSEs of the proposed TISO Wiener model with different fuzzy rules.
| | The nonlinear block in the first branch | The nonlinear block in the second branch | | The number of fuzzy rules | MSE (training) | MSE (validation) | The number of fuzzy rules | MSE (training) | MSE (validation) |
| | 45 | 5.80 × 10−3 | 8.20 × 10−3 | 20 | 2.96 × 10−3 | 7.30 × 10−3 | | 90 | 4.03 × 10−3 | 3.80 × 10−2 | 33 | 3.70 × 10−3 | 8.60 × 10−2 | | 113 | 3.79 × 10−3 | 4.90 × 10−3 | 45 | 1.80 × 10−3 | 4.30 × 10−3 | | 122 | 5.40 × 10−3 | 6.30 × 10−3 | 55 | 1.09 × 10−3 | 2.70 × 10−3 |
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