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This paper deals with the problem of providing a data-driven solution to the local stabilization of linear systems subject to input saturation. After presenting a model-based solution to this well-studied problem, a systematic method to transform model-driven into data-driven LMI conditions is presented. This technical solution is demonstrated to be equivalent to the recent advanced results on LMI formulations based on S-procedure or Peterson Lemmas. However, the advantage of the proposed method relies on its simplicity and its potential to be applicable to a wide class of problems of stabilization of (non)linear discrete-time systems. The method is then illustrated on both an academic example and the spacecraft Rendezvous problem.
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Alexandre Seuret
Sophie Tarbouriech
IEEE Transactions on Automatic Control
Centre National de la Recherche Scientifique
Université Fédérale de Toulouse Midi-Pyrénées
Universidad de Sevilla
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Seuret et al. (Tue,) studied this question.
www.synapsesocial.com/papers/68e745a8b6db6435876beb2b — DOI: https://doi.org/10.1109/tac.2024.3376288