Research Article
Path Loss Characterization Using Machine Learning Models for GS-to-UAV-Enabled Communication in Smart Farming Scenarios
Table 3
RSSI statistical error indicators when UAV trajectory is at 5 m altitudes.
| Models | Napier scenario | Ruzi scenario | MAE | RMSE | R2 | MAE | RMSE | R2 |
| GUT-R | 18.235 | 20.092 | 0.215 | 18.432 | 20.238. | 0.139 | SVR | 1.785 | 3.718 | 0.979 | 1.734 | 3.266 | 0.977 | ANN | 1.698 | 3.219 | 0.986 | 1.456 | 2.743 | 0.983 |
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