Adaptive Kalman filtering for INS/GPS

AH Mohamed, KP Schwarz - Journal of geodesy, 1999 - Springer
adaptive Kalman filter as an alternative for use with INS/GPS systems. In this contribution,
the general layout of the adaptive Kalman filtering … the adaptive Kalman filter outperforms the …

Adaptive Kalman filtering for low-cost INS/GPS

C Hide, T Moore, M Smith - the Journal of Navigation, 2003 - cambridge.org
… These are artificially scaling the predicted Kalman filter covariance, the Adaptive Kalman
Filter … the use of adaptive Kalman filtering algorithms for improving Kalman filter performance. …

Fuzzy adaptive Kalman filtering for INS/GPS data fusion

JZ Sasiadek, Q Wang… - Proceedings of the 2000 …, 2000 - ieeexplore.ieee.org
… for sensor fusion based on Adaptive Fuzzy Kalman Filtering. The method is applied in …
Kalman Filter (EKF) and the noise characteristics are modified using the Fuzzy Logic Adaptive

An innovative information fusion method with adaptive Kalman filter for integrated INS/GPS navigation of autonomous vehicles

Y Liu, X Fan, C Lv, J Wu, L Li, D Ding - Mechanical systems and signal …, 2018 - Elsevier
Adaptive Estimation Adaptive Kalman Filtering (IAE-AKF) based on memory attenuation.
IAE-AKF is a filter which can not only avoid filtering … fusion, including Kalman Filter and Neural …

Adaptive Kalman filter for INS/GPS integrated navigation system

TL Xu - Applied Mechanics and Materials, 2013 - Trans Tech Publ
… , the stochastic information provided to the Kalman filter must … adaptive Kalman filter has
been proposed [3][4]. Multiple Model Adaptive Estimation [5][6] is also a effective method for filter

[PDF][PDF] Evaluating the performances of adaptive Kalman filter methods in GPS/INS integration

A Almagbile, J Wang, W Ding - Journal of Global Positioning …, 2010 - academia.edu
… of Kalman filtering. For instance, the maximum likelihood (ML) method was employed in
adaptive Kalman filtering (… and residual based adaptive Kalman filtering techniques have been …

An in-coordinate interval adaptive Kalman filtering algorithm for INS/GPS/SMNS

L Zhao, Z He - IEEE 10th International Conference on Industrial …, 2012 - ieeexplore.ieee.org
… in-coordinate interval adaptive Kalman filtering algorithm for the INS/GPS/SMNS integrated
… three systems parameter output period among INS/GPS/SMNS integrated navigation system, …

IAE-adaptive Kalman filter for INS/GPS integrated navigation system

H Bian, Z Jin, W Tian - Journal of Systems Engineering and Electronics, 2006 - Elsevier
INS/GPS integrated marine navigation system, Simulation results show that the adaptive
Kalman filter … solution for the unknown changing measurement noise exited in the Kalman filter. …

Adaptive Kalman filter tuning in integration of low-cost MEMS-INS/GPS

H Basil, M Anathasayanam, S Puri - AIAA Guidance, Navigation, and …, 2004 - arc.aiaa.org
filter parameters off line before implementing the filter on line. This paper deals with the
application of such an adaptive Kalman filter … some modifications the filter parameters have been …

Improving adaptive Kalman estimation in GPS/INS integration

W Ding, J Wang, C Rizos, D Kinlyside - The Journal of Navigation, 2007 - cambridge.org
… Evaluation of the proposed adaptive algorithm. Figure 5 shows the RMSs of the adaptive
Kalman filter’s states derived from the covariance matrix Pˆk. Only the RMS values of the first …