Regularized Particle Filter with Langevin Resampling Step

The solution of an inverse problem involves the estimation of variables and parameters values given by the state-space system. While a general (infinite-dimensional) optimal filter theory [1, 2] exists for nonlinear systems with Gaussian or non-Gaussian noise, applications rely on (finite-dimensiona...

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Bibliographic Details
Main Authors: Duan, L, Farmer, C, Moroz, I
Other Authors: Simos, T
Format: Conference item
Published: AMER INST PHYSICS 2010