Stochastic Gain-Scheduled Control of Discrete-Time Systems Characterized by Random Polytopes - LAAS - Laboratoire d'Analyse et d'Architecture des Systèmes
Article Dans Une Revue IEEE Control Systems Letters Année : 2024

Stochastic Gain-Scheduled Control of Discrete-Time Systems Characterized by Random Polytopes

Yohei Hosoe
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Yuki Michitani
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Résumé

This paper discusses stability analysis and gain-scheduled controller synthesis for discretetime non-stationary stochastic systems characterized by random polytopes. An associated deterministic time-varying parameter is assumed to be available online, and how to use its information in adjustment of controller gains is discussed in a framework of stochastic control using linear matrix inequalities. Conservativeness is reduced using our recent results and the S-variable approach.
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Dates et versions

hal-04448570 , version 1 (09-02-2024)

Identifiants

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Yohei Hosoe, Yuki Michitani, Dimitri Peaucelle, Tomomichi Hagiwara. Stochastic Gain-Scheduled Control of Discrete-Time Systems Characterized by Random Polytopes. IEEE Control Systems Letters, 2024, 8, pp.229 - 234. ⟨10.1109/LCSYS.2024.3366179⟩. ⟨hal-04448570⟩
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