Research Article

Randomly Weighted CKF for Multisensor Integrated Systems

Table 3

Position and velocity RMSEs of the filtering algorithms.

Filtering algorithmPosition RMSEs (m)Velocity RMSEs (m/s)
With the added errorsWithout the added errorsDifference valueWith the added errorsWithout the added errorsDifference value

UKF54.35441.51312.8410.5460.4260.120
CKF53.97841.60612.3720.5280.4120.116
SIF51.24439.40211.8420.5190.4070.112
AUKF43.85734.5969.2610.4560.3520.104
RWCKF26.79923.4323.3640.2460.2030.043