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Deterministic Kalman filters for uncertain dynamical systems

math.DS · 2025-05-31 · conditional · novelty 5.0

For finite-parameter uncertain linear systems, three deterministic Kalman-filter designs, including a new expected-energy minimizer, deviate from the oracle filter at most proportionally to the mean parameter deviation.

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  • Deterministic Kalman filters for uncertain dynamical systems math.DS · 2025-05-31 · conditional · none · ref 8

    For finite-parameter uncertain linear systems, three deterministic Kalman-filter designs, including a new expected-energy minimizer, deviate from the oracle filter at most proportionally to the mean parameter deviation.