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arxiv: 1306.5103 · v5 · pith:PCNFMCDLnew · submitted 2013-06-21 · 🧮 math.PR

The Kalman-Bucy Filter for Integrable L\'{e}vy Processes With Infinite Second Moment

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keywords processesdrivingfilterintegrablekalman-bucysystemapproximationbounded
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We extend the Kalman-Bucy filter to the case where both the system and observation processes are driven by finite dimensional L\'{e}vy processes, but whereas the process driving the system dynamics is square-integrable, that driving the observations is not; however it remains integrable. The key technique used is approximation by processes having bounded jumps.

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