The inertial navigation system (INS)/GPS integration system is designed by employing an adaptive filter that can estimate measurement noise variance using the residual of the measurement. To verify the efficiency of the proposed loosely-coupled INS/GPS integration system, simulations were performed by assuming that GPS information has large position errors. The simulation results show that the proposed integration system with the adaptive filter is more effective in estimating the position and attitude errors than a system that uses the extended Kalman filter.
INS/GPS Integration System using Adaptive Filter for Estimating Measurement Noise Variance
IEEE Transactions on Aerospace and Electronic Systems ; 48 , 2 ; 1786-1792
2012-04-01
1200049 byte
Article (Journal)
Electronic Resource
English
An Adaptive Nonlinear Filter for Uncertain Measurement Noise
TIBKAT | 2022
|Adaptive noise covariance PHD filter under nonlinear measurement
British Library Online Contents | 2017
|An Adaptive Nonlinear Filter for Uncertain Measurement Noise
Springer Verlag | 2021
|