非线性滤波中条件分布的独特表征

Thomas G. Kurtz, D. Ocone
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引用次数: 132

摘要

对于从Y的观测值估计过程X的问题,定义了一个“过滤”鞅问题,其中(X,Y)是马尔可夫。我们在(X,Y)的生成器上给出了条件分布是该滤波鞅问题的唯一解的条件。应用这一结果证明了非线性滤波的Kushner-Stratonovich方程和Zakai方程解的唯一性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Unique characterization of conditional distributions in nonlinear filtering
A 'filtered' martingale problem is defined for the problem of estimating a process X from observations of Y, where (X,Y) is Markov. We give conditions on the generator of (X,Y) that imply that the conditional distribution is the unique solution to this filtered martingale problem. We apply this result to prove uniqueness of solutions of the Kushner-Stratonovich and Zakai equations of non-linear filtering.
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