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Quasioptimal nonlinear filtering with regularization - MaRDI portal

Quasioptimal nonlinear filtering with regularization (Q1882027)

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scientific article; zbMATH DE number 2108562
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Quasioptimal nonlinear filtering with regularization
scientific article; zbMATH DE number 2108562

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    Quasioptimal nonlinear filtering with regularization (English)
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    18 October 2004
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    The paper considers a general nonlinear filtering problem for continuous-time stochastic systems. It proposes an approximation procedure to the solution of the Kushner-Stratonovich equation associated with the given problem. It consists in a finite spectrum representation of a regularized version of the solution itself and allows the evaluation of suitable error estimates. Numerical simulations are also provided.
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    nonlinear filtering
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    Kushner-Stratonovich equation
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    finite spectrum approximation
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    regularization
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    approximation procedure
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    error estimates
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