In this article, we study the continuity with respect to the trajectories of the observation process for the filter associated with nonlinear filtering problems when the coefficients depend on both the signal and the observation and the observation coefficient is unbounded. To achieve this task we define a formal unnormalized filter and prove by limiting arguments that it is related to the original filter through a generalized Bayes formula, and is locally Lipschitz continuous with respect to the uniform norm.

Continuity of the Filter with Unbounded Observation Coefficients / Patrick, Florchinger; Nappo, Giovanna. - In: STOCHASTIC ANALYSIS AND APPLICATIONS. - ISSN 0736-2994. - STAMPA. - 29:4(2011), pp. 612-630. [10.1080/07362994.2011.581087]

Continuity of the Filter with Unbounded Observation Coefficients

NAPPO, Giovanna
2011

Abstract

In this article, we study the continuity with respect to the trajectories of the observation process for the filter associated with nonlinear filtering problems when the coefficients depend on both the signal and the observation and the observation coefficient is unbounded. To achieve this task we define a formal unnormalized filter and prove by limiting arguments that it is related to the original filter through a generalized Bayes formula, and is locally Lipschitz continuous with respect to the uniform norm.
2011
bayes formula; nonlinear filtering; pathwise continuity
01 Pubblicazione su rivista::01a Articolo in rivista
Continuity of the Filter with Unbounded Observation Coefficients / Patrick, Florchinger; Nappo, Giovanna. - In: STOCHASTIC ANALYSIS AND APPLICATIONS. - ISSN 0736-2994. - STAMPA. - 29:4(2011), pp. 612-630. [10.1080/07362994.2011.581087]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/356497
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