Adaptive Kalman filtering algorithms for integrating GPS and low cost INS

C Hide, T Moore, M Smith - Plans 2004. Position location and …, 2004 - ieeexplore.ieee.org
adaptive Kalman filtering algorithms that can he used to improve the estimation of the
stochastic properties of a low cost INS. The algorithms … The adaptive Kalman filtering algorithms

Recursive noise adaptive Kalman filtering by variational Bayesian approximations

S Sarkka, A Nummenmaa - IEEE Transactions on Automatic …, 2009 - ieeexplore.ieee.org
… In this article, we have presented a new adaptive Kalman filtering algorithm, which is based
on recursively forming separable approximations to the joint distribution of state and noise …

An optimization approach to adaptive Kalman filtering

M Karasalo, X Hu - Automatica, 2011 - Elsevier
… In this paper, an optimization-based adaptive Kalman filtering method is proposed. The
method produces an estimate of the process noise covariance matrix Q by solving an …

[PDF][PDF] Adaptive Kalman filtering for vehicle navigation

C Hu, W Chen, Y Chen, D Liu - Journal of Global Positioning Systems, 2003 - scirp.org
… In this paper, two adaptive Kalman filtering algorithms have been derived, one is simply
applying a scale factor to the predicted covariance matrix (fading memory) and another to …

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. …

Adaptive Kalman filter for actuator fault diagnosis

Q Zhang - Automatica, 2018 - Elsevier
… An adaptive Kalman filter is proposed in this paper for … of the proposed adaptive Kalman
filter is rigorously analyzed. In … within the proposed adaptive Kalman filter is equivalent to the …

An adaptive Kalman filter for dynamic estimation of harmonic signals

S Liu - 8th international conference on harmonics and quality …, 1998 - ieeexplore.ieee.org
Kalman algorithm is … a Kalman filter often suffers from the problem of "dropping off' and
looses then the ability to match abrupt parameter changes. In this paper an adaptive Kalman filter

Kalman filter techniques in adaptive filtering

B Mulgrew - IEE Proceedings F (Communications, Radar and …, 1987 - IET
… In this Section modifications to the Kalman filter that result in adaptive IIR equaliser … To
make the equaliser adaptive, the system identification algorithm of Section 3.1 is used in …

[HTML][HTML] Adaptive Kalman filtering based on optimal autoregressive predictive model

B Jin, J Guo, D He, W Guo - GPS Solutions, 2017 - Springer
… -only adaptive algorithm is superior to the other two algorithms … , the proposed adaptive
Kalman filtering algorithm based on … Table 1 Adaptive Kalman filtering algorithm based on AR …