Major development under Gaussian filtering since unscented Kalman filter
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 …
measurements. Such problems appear in several branches of science and technology …
Higher degree cubature quadrature Kalman filter
In this paper, an algorithm has been developed to solve the nonlinear estimation problems.
The intractable integrals, appeared during the estimation, have been approximately …
The intractable integrals, appeared during the estimation, have been approximately …
Transformed cubature quadrature Kalman filter
An orthogonal transformation is applied to the cubature quadrature (CQ) points which are
used to approximate the intractable integrals appeared during the estimation of states of a …
used to approximate the intractable integrals appeared during the estimation of states of a …
Quadrature filters for maneuvering target tracking
In this paper, a maneuvering target tracking problem has been solved by using the Guss-
Hermite filter (GHF) and sparse-grid Gauss-Hermite filter (SGHF). Univariate Gauss-Hermite …
Hermite filter (GHF) and sparse-grid Gauss-Hermite filter (SGHF). Univariate Gauss-Hermite …
Nonlinear estimation with transformed cubature quadrature points
An ongoing work, proposing a modified method to solve the nonlinear filtering problems is
presented in this paper. The proposed method, which uses orthogonally transformed …
presented in this paper. The proposed method, which uses orthogonally transformed …
Tracking of low Earth orbit satellite using cubature quadrature Kalman filter
In this paper, a Low earth orbit (LEO) satellite is tracked using cubature quadrature Kalman
filter (CQKF), which is a generalized form of cubature Kalman filter (CKF). In CQKF, the third …
filter (CQKF), which is a generalized form of cubature Kalman filter (CKF). In CQKF, the third …
Cubature and quadrature based continuous-discrete filters for maneuvering target tracking
A continuous-discrete system represents a system with continuous process and discrete
measurement models. Very recently, two filters namely cubature quadrature Kalman filter …
measurement models. Very recently, two filters namely cubature quadrature Kalman filter …
IMM-cubature quadrature Kalman filter for manoeuvring target tracking
Tracking manoeuvring aircrafts is an extremely challenging and important task as far as civil
air traffic control is concerned. Considering a multiple switching model design for describing …
air traffic control is concerned. Considering a multiple switching model design for describing …
Improved high-degree cubature Kalman filter
In this paper, an improved filter has been proposed for solving the nonlinear estimation
problem. The intractable integral appeared while solving the nonlinear estimation problem is …
problem. The intractable integral appeared while solving the nonlinear estimation problem is …
[PDF][PDF] State and Parameter Estimation for Dynamic Systems: Some Investigations
A Dey - theses.eurasip.org
This dissertation presents the outcome of investigations which envisaged to develop
improved state and 'combined state and parameter'estimation algorithms for nonlinear …
improved state and 'combined state and parameter'estimation algorithms for nonlinear …