Research Article
Path Loss Characterization Using Machine Learning Models for GS-to-UAV-Enabled Communication in Smart Farming Scenarios
Table 2
RSSI statistical error indicators when UAV trajectory is at 2 m altitudes.
| Models | Napier scenario | Ruzi scenario | MAE | RMSE | R2 | MAE | RMSE | R2 |
| GUT-R | 10.590 | 12.290 | 0.334 | 10.246 | 12.539 | 0.289 | SVR | 1.636 | 3.336 | 0.957 | 1.121 | 1.870 | 0.974 | ANN | 1.596 | 3.196 | 0.964 | 1.112 | 1.628 | 0.981 |
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