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.

AlgorithmError typeMean absolute error
(200 s, 300 s)(500 s, 600 s)(800 s, 900 s)Other times

FCKFVelocity1.73 m/s1.84 m/s0.69 m/s0.82 m/s
Position71.36 m21.36 m64.14 m/s10.36 m
CRDOFVelocity0.78 m/s0.65 m/s0.123 m/s0.14 m/s
Position10.57 m5.33 m12.58 m5.44 m
CAFCKFVelocity0.33 m/s0.21 m/s0.093 m/s0.15 m/s
Position6.57 m3.69 m4.58 m4.92 m