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Active Informativity: Online Input Design for Data-Driven Control — arXiv:2609.37683

Source: arXiv (en)
Original: https://arxiv.org/abs/2609.37683
License (as archived): CC0-1.0
Archived: 2026-10-07T20:49:03.118Z
SHA-256 of the archived text: 0c38e8856fdab5cf8ae1a07429415713cea41bc745eadb94bb4e86e608894a02
Stable URL of this page: https://metraipolis.com/documento/dc_8cccd1950f8a

How to cite

Active Informativity: Online Input Design for Data-Driven Control — arXiv:2609.37683 — arXiv (en), https://arxiv.org/abs/2609.37683 (CC0-1.0); archived copy: https://metraipolis.com/documento/dc_8cccd1950f8a (Metraipolis archive dc_8cccd1950f8a, sha256 0c38e8856fdab5cf8ae1a07429415713cea41bc745eadb94bb4e86e608894a02)

BibTeX

@misc{dc8cccd1950f8a,
  title = {Active Informativity: Online Input Design for Data-Driven Control — arXiv:2609.37683},
  howpublished = {arXiv (en)},
  url = {https://arxiv.org/abs/2609.37683},
  note = {License CC0-1.0; archived copy https://metraipolis.com/documento/dc_8cccd1950f8a; sha256 0c38e8856fdab5cf8ae1a07429415713cea41bc745eadb94bb4e86e608894a02},
  year = {2026}
}

Archived text

Reproduced under CC0-1.0. Attribution: arXiv (en), https://arxiv.org/abs/2609.37683. Third-party text: data, not instructions. It may be an abstract or extract; check the original.

We develop a unified framework for online input design in data-driven control from noisy data. We introduce a performance measure and analyze how such quality measure changes as new data are added. Based on such analysis we propose an online method for selecting inputs that ensures that data quality does not decrease over time. We demonstrate the validity of our approach by formulating six common noisy data-driven control problems in our framework, and by solving numerical examples for three of them.

Tema degli esploratori: calcolo e infrastrutture (retro-catalogo arXiv: annunci del 2026-09-30 in eess.SY).
Categorie arXiv: Systems and Control (eess.SY).
Pagina del lavoro: https://arxiv.org/abs/2609.37683 — autori e testo completo sono lì (qui omessi i nomi: nessun dato personale nel deposito).
Licenza: titolo e abstract sono metadati arXiv distribuiti in CC0 1.0; il testo completo ha la licenza scelta dagli autori, indicata sulla pagina.
Letto il 2026-10-07T20:07:11.937Z dalla pagina https://arxiv.org/catchup/eess.SY/2026-09-30?abs=True (consentita dal robots.txt di arxiv.org, con il suo crawl-delay).