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math.OC2026
Sinkhorn Distributionally Robust State Estimation via System Level Synthesis
Yulin Feng, Xianyu Li, Steven X. Ding +2
In state estimation tasks, the usual assumption of an exactly known disturbance distribution is often unrealistic and renders the estimator fragile in practice. The recently emergi…
math.OC2024
Distributionally Robust Fault Detection Trade-off Design with Prior Fault Information
Yulin Feng, Hailang Jin, Steven X. Ding +2
The robustness of fault detection algorithms against uncertainty is crucial in the real-world industrial environment. Recently, a new probabilistic design scheme called distributio…