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JOURNALS // Trudy Instituta Matematiki i Mekhaniki UrO RAN // Archive

Trudy Inst. Mat. i Mekh. UrO RAN, 2022 Volume 28, Number 1, Pages 27–39 (Mi timm1880)

This article is cited in 1 paper

An estimation problem with separate constraints on initial states and disturbances

B. I. Anan'ev, P. A. Yurovskikh

N.N. Krasovskii Institute of Mathematics and Mechanics, Ural Branch of the Russian Academy of Sciences, Ekaterinburg

Abstract: Questions of approximation of a guaranteed estimation problem with geometrically bounded initial states and integrally bounded in the space $\mathbb{L}_2$ disturbances in the system and in the measurement equation are considered. The problem is reduced to an optimal control problem without state constraints and to the application of Pontryagin's maximum principle. A discrete multistep system is indicated for which the information set converges in the Hausdorff metric to the corresponding information set of a continuous system as the partition step converges to zero. In contrast to the general case, under the specified conditions, the information set can be constructed as a reachable set of a special system. A numerical example is given.

Keywords: guaranteed estimation, filtering, maximum principle, information set, reachable set.

UDC: 517.977

MSC: 93E10, 62L12, 34G25

Received: 01.08.2021
Revised: 22.11.2021
Accepted: 29.11.2021

DOI: 10.21538/0134-4889-2022-28-1-27-39



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© Steklov Math. Inst. of RAS, 2024