Research Article
Experimental Analysis of Neural Approaches for Synthetic Angle-of-Attack Estimation
Table 3
Estimation error characteristics for MLP and GRBF networks. The
value is calculated as the error of the 95.45% of the data points.
| | Flight test no. | SS-MLP | SS-MLP-M | SS-GRBF | | Mean | | | Mean | | | Mean | | |
| | 1 | −0.13° | 1.06° | 4.05° | −0.13° | 1.48° | 3.31° | 0.03° | 1.36° | 4.73° | | 2 | 0.24° | 1.17° | 5.78° | 0.21° | 1.39° | 4.44° | −0.41° | 1.48° | 5.12° | | 3 | −0.18° | 1.17° | 2.53° | −0.15° | 1.33° | 1.83° | −0.13° | 1.23° | 4.20° | | 4 | −0.24° | 1.62° | 3.59° | −0.29° | 1.82° | 3.35° | 0.07° | 2.06° | 4.42° | | 5 | −0.39° | 1.99° | 5.43° | −0.23° | 1.51° | 3.63° | −0.10° | 1.43° | 4.83° | | 6 | −0.04° | 1.28° | 4.00° | 0.10° | 1.10° | 3.33° | −0.39° | 1.37° | 4.26° | | 7 | −0.50° | 2.43° | 5.19° | −0.30° | 1.48° | 4.02° | 0.08° | 1.80° | 4.14° | | 8 (artificial) | −1.03° | N/A | 1.37° | −0.41° | N/A | 0.69° | 0.01° | 0.81° | 0.95° |
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