Estimation of the Accuracy of Approximation of Reachable Sets of a Linear System with Geometric Constraints for Various Types of Discretization

<p><strong>Goal:</strong> Solve the problem of constructing reachability sets of a linear continuous system with geometric control constraints. <strong>Methods:</strong> The discretization of the initial continuous system is considered as a solution method. <strong>Results:</strong> For piecewise constant, piecewise linear, and spline-like controls, equivalent discrete systems are obtained explicitly. A theorem on the rate of convergence in the Hausdorff metric of sets of reachability of auxiliary systems to the set of reachability of the initial system is proved, depending on the type of approximation. Numerical calculations have been performed. <strong>Conclusions:</strong> The obtained theoretical results can be used in solving analysis problems and for designing linear systems. Depending on the type of continuous control chosen, the corresponding discrete model may have greater accuracy in terms of reachability areas, which, however, will complicate its description.</p>

Authors

Institutions

Publication Details

Journal
Modelling and Data Analysis
Published
2025-06-30
DOI
https://doi.org/10.17759/mda.2025150206
Primary Topic
Aerospace Engineering and Control Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Estimation of the Accuracy of Approximation of Reachable Sets of a Linear System with Geometric Constraints for Various Types of Discretization

S.M. Vuksanovic
Modelling and Data Analysis
Aerospace Engineering and Control Systems
article

Estimation of the Accuracy of Approximation of Reachable Sets of a Linear System with Geometric Constraints for Various Types of Discretization

S.M. Vuksanovic
article en

Abstract

<p><strong>Goal:</strong> Solve the problem of constructing reachability sets of a linear continuous system with geometric control constraints. <strong>Methods:</strong> The discretization of the initial continuous system is considered as a solution method. <strong>Results:</strong> For piecewise constant, piecewise linear, and spline-like controls, equivalent discrete systems are obtained explicitly. A theorem on the rate of convergence in the Hausdorff metric of sets of reachability of auxiliary systems to the set of reachability of the initial system is proved, depending on the type of approximation. Numerical calculations have been performed. <strong>Conclusions:</strong> The obtained theoretical results can be used in solving analysis problems and for designing linear systems. Depending on the type of continuous control chosen, the corresponding discrete model may have greater accuracy in terms of reachability areas, which, however, will complicate its description.</p>

Modelling and Data AnalysisVol. 15(2)
Moscow Aviation Institute (RU)
Openalex Percentile: Top 76%
Aerospace Engineering and Control Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.