An adaptive Kalman filter for dynamic harmonic state estimation and harmonic injection tracking

KKC Yu, NR Watson, J Arrillaga - IEEE Transactions on power …, 2005 - ieeexplore.ieee.org
… This paper looks at an adaptive Kalman filter method for dynamic … As an alternative, the
proposed adaptive Kalman filter … Its adaptive function allows for the resetting of the Kalman

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 …

Adaptive Metropolis algorithm using variational Bayesian adaptive Kalman filter

IS Mbalawata, S Särkkä, M Vihola, H Haario - Computational Statistics & …, 2015 - Elsevier
… In this article, we propose a new adaptive Metropolis algorithm, where we update the …
distribution of the Metropolis algorithm using the variational Bayesian adaptive Kalman filter (VB-…

Maneuvering target tracking with an adaptive Kalman filter

M Efe, DP Atherton - Proceedings of the 37th IEEE Conference …, 1998 - ieeexplore.ieee.org
adaptive Kalman filter for tracking targets expected to perform varying turn maneuvers. The
process noise covariance level of a second order Kalman filter is … proposed algorithm is made …

Adaptive Kalman filtering by covariance sampling

A Assa, KN Plataniotis - IEEE Signal Processing Letters, 2017 - ieeexplore.ieee.org
… Various adaptive schemes have been proposed since the advent of the Kalman filter, which
… Shabani, “Multirate adaptive Kalman filter for marine integrated navigation system,” J. Navig.…

Adaptive Kalman filtering-based speech enhancement algorithm

M Gabrea - Canadian Conference on Electrical and Computer …, 2001 - ieeexplore.ieee.org
Kalman filtering with an initial gain. In this paper the signal is modeled as an AR process and
a Kalman filter … The sequential estimators are derived for sub-optimal adaptive estimation of …

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
… , a navigation technology based on Adaptive Kalman Filter with attenuation factor is proposed
to restrain noise in this paper. The algorithm continuously updates the measurement noise …

Performance improvement of industrial drives with mechanical elasticity using nonlinear adaptive Kalman filter

K Szabat, T Orlowska-Kowalska - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
… ), are estimated with the use of the developed nonlinear extended Kalman filter (NEKF).
The initial values of the Kalman filter covariance matrices are set using the genetic algorithm. …

A novel adaptive Kalman filter based on credibility measure

Q Ge, X Hu, Y Li, H He, Z Song - IEEE/CAA Journal of …, 2023 - ieeexplore.ieee.org
… such scenario the filter calculated mean … Kalman filter with accurate models. This can lead
to low credibility of state estimation regardless of using Kalman filters or adaptive Kalman filters

Adaptive estimation of multiple fading factors in Kalman filter for navigation applications

Y Geng, J Wang - Gps Solutions, 2008 - Springer
… We used the conventional Kalman filter and adaptive algorithm to estimate the GPS position
and velocity. When using the adaptive filter, according to the Chi-square distribution table at …