Research Article
Prediction of Ionospheric TEC Based on the NARX Neural Network
Table 5
The statistics of the three prediction methods (TECU).
| Dataset | Station | NARX | C2PG | ARIMA |
| 2011-S | Beijing | 1.501 | 3.230 | 2.416 | Wuhan | 2.501 | 4.670 | 3.870 | Sanya | 2.655 | 5.093 | 4.401 |
| 2011-A | Beijing | 1.990 | 3.626 | 2.726 | Wuhan | 2.742 | 5.167 | 3.803 | Sanya | 3.722 | 4.967 | 5.121 |
| 2017-S | Beijing | 1.049 | 1.378 | 1.376 | Wuhan | 1.642 | 1.778 | 2.066 | Sanya | 1.784 | 2.321 | 2.365 |
| 2017-A | Beijing | 1.362 | 1.528 | 1.435 | Wuhan | 2.068 | 2.486 | 2.606 | Sanya | 2.728 | 3.918 | 3.912 |
| Mean | 2011 | 2.519 | 4.459 | 3.723 | 2017 | 1.772 | 2.235 | 2.293 |
|
|