Stochastic stability and performance analysis of cubature Kalman filter

B Xu, P Zhang, H Wen, X Wu - Neurocomputing, 2016 - Elsevier
… analyzes stochastic stability and performance of discrete-time Cubature Kalman Filtering (…
Above all, stochastic stability analysis and performance have been conducted in case of EKF …

The stability analysis of the adaptive fading extended Kalman filter using the innovation covariance

KH Kim, GI Jee, CG Park, JG Lee - international journal of control …, 2009 - Springer
… To solve this problem, a new adaptive fading filter using a … stability of the adaptive fading
extended Kalman filter (AFEKF), which is a nonlinear filter form of the adaptive fading filter

Stability analysis of the discrete-time cubature Kalman filter

TR Wanasinghe, GKI Mann… - 2015 54th IEEE …, 2015 - ieeexplore.ieee.org
… study analyses the estimation error behaviour of the discrete-time cubature Kalman filter (…
filter stability against large estimation error. A modified-CKF is then proposed to improve the …

The stability analysis of the adaptive fading extended Kalman filter

KH Kim, JG Lee, CG Park, GI Jee - 2007 IEEE International …, 2007 - ieeexplore.ieee.org
… linear Kalman filter. Thus first we derive an optimal property from the linear Kalman filter and
… One of the important properties of the optimal linear Kalman filter is that the innovation is a …

Stability analysis of extended, cubature and unscented Kalman filters for estimating stiff continuous–discrete stochastic systems

GY Kulikov, MV Kulikova - Automatica, 2018 - Elsevier
… stiffness and stability properties of Extended Cubature and Unscented Kalman Filters applied
… Our focus is to understand how the stiffness of MDEs influences performance of the filters. …

Parallel processing and stability analysis of the Kalman filter

S Howard, HL Ko, WE Alexander - Conference Proceedings of …, 1996 - ieeexplore.ieee.org
… to implementing the parallel Kalman filter. The parallel Kalman filter is computationally
intensive and hence complex due to the inherent matrix operations. Often, the filter cannot be com…

Stability analysis of the Kalman predictor

Q Zhang, L Zhang - International Journal of Control, 2021 - Taylor & Francis
… Hopefully, this paper will contribute to popularise issues related to Kalman filter stability, in …
stability of the Kalman filter, it is omitted in this paper in order to focus on the stability analysis. …

Idenntification of parameters for power system stability analysis using kalman filter

M Namba, T Nishiwaki, S Yokokawa… - IEEE Transactions on …, 1981 - ieeexplore.ieee.org
… units, used for power stability analysis, should be identified on the field data for reliable
analysis in planning and operation of power supply systems. We apply Kalman filter technique in …

Kalman-consensus filter: Optimality, stability, and performance

R Olfati-Saber - Proceedings of the 48h IEEE Conference on …, 2009 - ieeexplore.ieee.org
… Later, we will present stability analysis of an approximation of the Kalman-Consensus filter
that … Matrix M+ in part (ii) appears in stability analysis of the discrete-time Kalman filter. Given …

[PDF][PDF] Stability of linear and non-linear Kalman filters

T Karvonen - Master's thesis, University of Helsinki, 2014 - tskarvone.github.io
stability results of the linear Kalman filter and the existing stability results for some non-linear
filters. … the stability analysis of the linear Kalman filter can be done with classical Lyapunov …