Research Article
Correlation Analysis Algorithm-Based Multiple-Input Single-Output Wiener Model with Output Noise
Table 5
MSEs of the best polynomial-based and the proposed TISO Wiener model.
| | The nonlinear block in the first branch | The nonlinear block in the second branch | | Model | MSE (training) | MSE (validation) | Model | MSE (training) | MSE (validation) |
| | Neurofuzzy | 3.79 × 10−3 | 4.90 × 10−3 | Neurofuzzy | 1.09 × 10−3 | 2.70 × 10−3 | | Polynomial | 1.24 × 10−2 | 3.80 × 10−2 | Polynomial | 2.10 × 10−1 | 4.15 × 10−1 |
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