mlsanityData to 13 Oct 2026

Direct data-driven control of LTV systems

arXiv 2111.02342 ↗First posted 3 Nov 2021math.OC cs.SY eess.SYcited by 2

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Abstract (arXiv)

Considering discrete-time linear time-varying systems with unknown dynamics, controllers guaranteeing bounded closed-loop trajectories, optimal performance and robustness to process and measurement noise are designed via convex feasibility and optimisation problems involving purely data-dependent linear matrix inequalities. For the special case of periodically time-varying systems, infinite-horizon guarantees are achieved based on finite-length data sequences.

Key facts. Cited by 2 papers in the map (data through 13 Oct 2026). First posted on arXiv 3 Nov 2021.

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