Cubature kalman filters

I Arasaratnam, S Haykin - IEEE Transactions on automatic …, 2009 - ieeexplore.ieee.org
… ) of nonlinear filtering problems. Here, we take the local approach to build a new filter,
which we have named the cubature Kalman filter (CKF). It is known that the Bayesian filter is …

High-degree cubature Kalman filter

B Jia, M Xin, Y Cheng - Automatica, 2013 - Elsevier
… The cubature Kalman filter (CKF), which is based on the third degree spherical–radial cubature
rule, is numerically more stable than the unscented Kalman filter (UKF) but less accurate …

The cubature Kalman filter revisited

JC Santos-León, R Orive, D Acosta, L Acosta - Automatica, 2021 - Elsevier
Cubature Kalman Filter (CKF) is revisited, as well as its extensions for higher degrees of
precision. In this sense, some stable (with respect to the dimension) cubature … All these cubature

Cubature Kalman filtering for continuous-discrete systems: Theory and simulations

I Arasaratnam, S Haykin… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
… a new nonlinear filter named the cuba- ture Kalman filter (CKF)… cubature Kalman gain. •
The square-root CD-CKF closely resembles the squareroot formulation of the linear Kalman filter

[PDF][PDF] Cubature kalman filters

S Haykin, I Arasaratnam - IEEE Trans. Autom. Control, 2009 - Citeseer
… Property 5: The cubature Kalman filter inherits properties of the linear Kalman filter,
including square-root filtering for improved accuracy and reliability. … • The cubature …

Cubature kalman smoothers

I Arasaratnam, S Haykin - Automatica, 2011 - Elsevier
cubature Kalman filter (CKF) is a relatively new addition to derivative-free approximate
Bayesian filters … state estimator is named the fixed-interval cubature Kalman smoother (FI-CKS). …

Cubature Kalman filters: Derivation and extension

XC Zhang, CJ Guo - Chinese Physics B, 2013 - iopscience.iop.org
… This paper focuses on the cubature Kalman filters (CKFs) for the nonlinear dynamic …
cubature rule which makes it possible to compute the integrals encountered in nonlinear filtering

Cubature quadrature Kalman filter

S Bhaumik, fnm Swati - IET Signal Processing, 2013 - Wiley Online Library
cubature and Gauss–Laguerre quadrature rule for non-linear state estimation problems.
The proposed filter, referred as cubature quadrature Kalman filter (… cubature Kalman filter (CKF). …

Cubature Kalman filter based localization and mapping

KPB Chandra, DW Gu, I Postlethwaite - IFAC Proceedings Volumes, 2011 - Elsevier
… Most SLAM algorithms are based on extended Kalman filters (EKFs). … filters, unscented
Kalman filters (UKFs), etc for SLAM. In this paper, we propose the use of a cubature Kalman filter (…

Interpolatory cubature Kalman filters

Y Zhang, Y Huang, N Li, L Zhao - IET Control Theory & …, 2015 - Wiley Online Library
… interpolatory cubature rule. Existing cubature Kalman filter and unscented Kalman filter can
… we devote to further improving the filtering accuracy, and interpolatory cubature rule (ICR) is …