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 …

Higher degree cubature quadrature Kalman filter

AK Singh, S Bhaumik - International Journal of Control, Automation and …, 2015 - Springer
In this paper, an algorithm has been developed to solve the nonlinear estimation problems.
The intractable integrals, appeared during the estimation, have been approximately …

Transformed cubature quadrature Kalman filter

AK Singh, S Bhaumik - IET Signal Processing, 2017 - Wiley Online Library
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 …

Quadrature filters for maneuvering target tracking

AK Singh, S Bhaumik - … on Recent Advances and Innovations in …, 2014 - ieeexplore.ieee.org
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 …

Nonlinear estimation with transformed cubature quadrature points

AK Singh, S Bhaumik… - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
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 …

Tracking of low Earth orbit satellite using cubature quadrature Kalman filter

AK Singh, S Bhaumik - 2014 IEEE International Symposium on …, 2014 - ieeexplore.ieee.org
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 …

Cubature and quadrature based continuous-discrete filters for maneuvering target tracking

AK Singh, K Kumar, S Bhaumik - 2018 21st International …, 2018 - ieeexplore.ieee.org
A continuous-discrete system represents a system with continuous process and discrete
measurement models. Very recently, two filters namely cubature quadrature Kalman filter …

IMM-cubature quadrature Kalman filter for manoeuvring target tracking

R Radhakrishnan, AK Singh… - … Conference on Signal …, 2015 - ieeexplore.ieee.org
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 …

Improved high-degree cubature Kalman filter

AK Singh, S Bhaumik - 2015 Sensor Signal Processing for …, 2015 - ieeexplore.ieee.org
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 …

[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 …