Data-Driven Ambiguity Sets With Probabilistic Guarantees for Dynamic Processes

DOI10.1109/TAC.2020.3014098zbMath1467.93287arXiv1909.11194OpenAlexW3047198505MaRDI QIDQ5002112

Sonia Martínez, Jorge Cortés, Dimitris Boskos

Publication date: 26 July 2021

Published in: IEEE Transactions on Automatic Control (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1909.11194

Mathematics Subject Classification ID

Sampled-data control/observation systems (93C57) Observability (93B07) Stochastic systems in control theory (general) (93E03)

Related Items (4)

Distributional Robustness in Minimax Linear Quadratic Control with Wasserstein Distance ⋮ Data‐driven predictive control for a class of uncertain control‐affine systems ⋮ Dynamics of Data-driven Ambiguity Sets for Hyperbolic Conservation Laws with Uncertain Inputs ⋮ On construction of sampling patterns for preserving observability/controllability of linear sampled-data systems

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