Solving nonlinear filtering problems with correlated noise based on Hermite–Galerkin spectral method

[1]  J. Armstrong,et al.  Curved schemes for stochastic differential equations on, or near, manifolds , 2022, Proceedings of the Royal Society A.

[2]  Stephen S.-T. Yau,et al.  Solving Nonlinear Filtering Problems in Real Time by Legendre Galerkin Spectral Method , 2021, IEEE Transactions on Automatic Control.

[3]  Stephen S.-T. Yau,et al.  Proper Orthogonal Decomposition Method to Nonlinear Filtering Problems in Medium-High Dimension , 2020, IEEE Transactions on Automatic Control.

[4]  Xue Luo,et al.  Hermite Spectral Method with Hyperbolic Cross Approximations to High-Dimensional Parabolic PDEs , 2013, SIAM J. Numer. Anal..

[5]  Zhiwen Zhang,et al.  A dynamically bi-orthogonal method for time-dependent stochastic partial differential equations I: Derivation and algorithms , 2013, J. Comput. Phys..

[6]  Ling Xu,et al.  On Galerkin Approximations for the Zakai Equation with Diffusive and Point Process Observations , 2013, SIAM J. Numer. Anal..

[7]  Xue Luo,et al.  Hermite Spectral Method to 1-D Forward Kolmogorov Equation and Its Application to Nonlinear Filtering Problems , 2013, IEEE Transactions on Automatic Control.

[8]  Claudia Ceci,et al.  Nonlinear Filtering for Jump Diffusion Observations , 2012, Advances in Applied Probability.

[9]  Xue Luo,et al.  Complete Real Time Solution of the General Nonlinear Filtering Problem Without Memory , 2012, IEEE Transactions on Automatic Control.

[10]  Zhong-Qing Wang,et al.  Generalized Hermite Spectral Method and its Applications to Problems in Unbounded Domains , 2010, SIAM J. Numer. Anal..

[11]  Shing-Tung Yau,et al.  Real Time Solution of the Nonlinear Filtering Problem without Memory II , 2008, SIAM J. Control. Optim..

[12]  A. Budhiraja,et al.  A survey of numerical methods for nonlinear filtering problems , 2007 .

[13]  S. Lototsky Nonlinear Filtering of Diffusion Processes in Correlated Noise: Analysis by Separation of Variables , 2002, math/0210068.

[14]  Neil J. Gordon,et al.  A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking , 2002, IEEE Trans. Signal Process..

[15]  N. U. Ahmed,et al.  A Powerful Numerical Technique Solving Zakai Equation for Nonlinear Filtering , 1997 .

[16]  B. Rozovskii,et al.  Nonlinear Filtering Revisited: A Spectral Approach , 1997 .

[17]  F. Gland,et al.  Time-discretization of the Zakai equation for diffusion processes observed in correlated noise , 1991 .

[18]  D. Funaro,et al.  Approximation of some diffusion evolution equations in unbounded domains by hermite functions , 1991 .

[19]  John S. Baras,et al.  Existence, uniqueness, and asymptotic behavior of solutions to a class of Zakai equations with unbounded coefficients , 1983 .

[20]  M. Zakai On the optimal filtering of diffusion processes , 1969 .

[21]  Stephen S.-T. Yau,et al.  Real time solution of nonlinear filtering problem without memory I , 2000 .

[22]  Jun S. Liu,et al.  Sequential Monte Carlo methods for dynamic systems , 1997 .

[23]  Mark H. A. Davis On a multiplicative functional transformation arising in nonlinear filtering theory , 1980 .