Research Article
Correlation Analysis Algorithm-Based Multiple-Input Single-Output Wiener Model with Output Noise
Table 3
MSEs of various polynomial-based TISO Wiener models.
| | The nonlinear block in the first branch | The nonlinear block in the second branch | | Order | MSE (training) | MSE (validation) | Order | MSE (training) | MSE (validation) |
| | 7 | 6.01 × 10−2 | 7.12 × 10−2 | 8 | 6.79 × 10−1 | 7.56 × 10−1 | | 12 | 4.31 × 10−2 | 6.78 × 10−2 | 17 | 5.98 × 10−1 | 6.23 × 10−1 | | 16 | 3.31 × 10−2 | 5.34 × 10−2 | 24 | 4.03 × 10−1 | 6.02 × 10−1 | | 19 | 1.24 × 10−2 | 3.80 × 10−2 | 32 | 2.10 × 10−1 | 4.15 × 10−1 |
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