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computational efficiency 1extended dynamic mode decomposition 1non-Gaussian filtering 1nonlinear state estimation 1Perron-Frobenius operator 1

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eess.SY2026

An extended Perron-Frobenius operator filter for nonlinear state estimation

Yuta Miwa, Yoshihiko Susuki, Shunji Kotsuki

The paper introduces an extended Perron‑Frobenius Operator Filter that learns the Perron‑Frobenius operator via extended Dynamic Mode Decomposition to perform efficient and accurat…