Research Article
A New Adaptive Federated Cubature Kalman Filter Based on Chi-Square Test for SINS/GNSS/SRS/CNS Integration
Table 3
Mean absolute error of different algorithms under the measurement noise with changed statistical characteristics under condition 2.
| Algorithm | Error type | Mean absolute error | (200 s, 300 s) | (500 s, 600 s) | (800 s, 900 s) | Other times |
| FCKF | Velocity | 1.73 m/s | 1.84 m/s | 0.69 m/s | 0.82 m/s | Position | 71.36 m | 21.36 m | 64.14 m/s | 10.36 m | CRDOF | Velocity | 0.78 m/s | 0.65 m/s | 0.123 m/s | 0.14 m/s | Position | 10.57 m | 5.33 m | 12.58 m | 5.44 m | CAFCKF | Velocity | 0.33 m/s | 0.21 m/s | 0.093 m/s | 0.15 m/s | Position | 6.57 m | 3.69 m | 4.58 m | 4.92 m |
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