Power Estimation on UAV flight data (Random Flights)
10.36MAPE (%)s-TCN
Evaluation results
| Method | Links | |
|---|---|---|
| s-TCN# params=5,225, filters=16, kernel size=2, layers=52021.05 | 10.36 | |
| b-TCN# params=76,073, filters=64, kernel size=2, layers=52021.05 | 10.38 | |
| b-LSTM# params=84,649, hidden units=64, hidden layers=32021.05 | 13.58 | |
| Liu# params=52021.05 | 14.05 | |
| s-LSTM# params=5,833, hidden units=16, hidden layers=32021.05 | 15.35 |