On a Control Reconstruction Problem with Nonconvex Constraints

A control reconstruction problem for dynamic deterministic affine-control systems is considered. This problem consists of constructing piecewise constant approximations of an unknown control generating an observed trajectory from discrete inaccurate measurements of this trajectory. It is assumed that the controls are constrained by known nonconvex geometric constraints. In this case, sliding modes may appear. To describe the impact of sliding modes on the dynamics of the system, the theory of generalized controls is used. The notion of normal control is introduced. It is a control that generates an observed trajectory and is defined uniquely. The aim of reconstruction is to find piecewise constant approximations of the normal control that satisfy given nonconvex geometric constraints. The convergence of approximations is understood in the sense of weak convergence in the space $$L^{2}$$ . A solution to the control reconstruction problem is proposed.

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Publication Details

Journal
Proceedings of the Steklov Institute of Mathematics
Published
2024-08-01
DOI
https://doi.org/10.1134/s0081543824030143
Citations
1
Primary Topic
Numerical methods in inverse problems
Type
article
Field-Weighted Citation Impact
0.89
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article

On a Control Reconstruction Problem with Nonconvex Constraints

Е. А. Крупенников, Н. Н. Субботина
1 citations
Proceedings of the Steklov Institute of Mathematics
Numerical methods in inverse problems
0.89
article

On a Control Reconstruction Problem with Nonconvex Constraints

Е. А. Крупенников, Н. Н. Субботина
article en
1 citations

Abstract

A control reconstruction problem for dynamic deterministic affine-control systems is considered. This problem consists of constructing piecewise constant approximations of an unknown control generating an observed trajectory from discrete inaccurate measurements of this trajectory. It is assumed that the controls are constrained by known nonconvex geometric constraints. In this case, sliding modes may appear. To describe the impact of sliding modes on the dynamics of the system, the theory of generalized controls is used. The notion of normal control is introduced. It is a control that generates an observed trajectory and is defined uniquely. The aim of reconstruction is to find piecewise constant approximations of the normal control that satisfy given nonconvex geometric constraints. The convergence of approximations is understood in the sense of weak convergence in the space $$L^{2}$$ . A solution to the control reconstruction problem is proposed.

Proceedings of the Steklov Institute of MathematicsVol. 325(S1)
Ural Federal University (RU), N.N. Krasovskii Institute of Mathematics and Mechanics of the Ural Branch of the Russian Academy of Sciences (RU), Ural Branch of the Russian Academy of Sciences (RU)
Sustainable cities and communities
Openalex Percentile: Top 31%
Numerical methods in inverse problems
0.89
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