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 …
AK Singh - IEEE/CAA Journal of Automatica Sinica, 2020 - ieeexplore.ieee.org
Filtering is a recursive estimation of hidden states of a dynamic system from noisy measurements. Such problems appear in several branches of science and technology …
Cooperative tracking plays a key role in space situation awareness for scenarios with a limited number of observations or poor performance of a single sensor or both. To use the …
B Cui, X Chen, X Tang - IEEE Transactions on Signal …, 2017 - ieeexplore.ieee.org
Tightly coupled GNSS/INS has been widely approved as a promising substitute for standalone GNSS in urban areas navigation. However, due to the frequent GNSS signal …
W Song, Z Wang, J Wang, FE Alsaadi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This paper investigates the particle filtering problem for a class of nonlinear/non-Gaussian systems under the dynamic event-triggered protocol. In order to avert frequent data …
S Wang, J Feng, KT Chi - IEEE Signal Processing Letters, 2013 - ieeexplore.ieee.org
In this letter, a new class of cubature Kalman filters (CKF) based on a spherical simplex- radial rule is proposed to further improve accuracy and efficiency of the traditional CKF. The …
This paper presents a computationally efficient approach to evaluate multidimensional expectation integrals. Specifically, certain nonproduct cubature points are constructed that …
J Dunik, O Straka, M Simandl… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper compares state estimation techniques for nonlinear stochastic dynamic systems, which are important for target tracking. Recently, several methods for nonlinear state …
W Song, Z Wang, J Wang, J Shan - Information Sciences, 2021 - Elsevier
In this paper, the particle filtering problem is studied for a class of general nonlinear cyber- physical systems with non-Gaussian noises under Round-Robin protocol (RRP) subject to …