Gunther Reissig.
Over-Approximation of Reachable Sets of LTI Systems Using A Posteriori Information
Proc. 64rd IEEE Conf. Decision and Control (CDC),
Rio de Janeiro, Brazil, 10-12 Dec. 2025, pp. 899-904.
Abstract:
We present a method to approximate output reachable sets
at time points, for continuous-time LTI systems, where the
initial state lies in a compact convex uncertainty set and the input
signal takes values in a zonotopic uncertainty set at each point in
time.
Our focus is on over-approximations. We present an interval
over-approximation margin and derive bounds on the approximation error
that improve upon our previous work,
in part through the use of a posteriori information.
The error exhibits second-order
convergence with respect to a discretization parameter.
Our method significantly outperforms existing approaches across a wide
range of approximation accuracies, as demonstrated on several
examples.
BibTeX entry:
@InProceedings{Reissig24bC,
author = {Gunther Reissig},
title = {Over-Approximation of Reachable Sets of {LTI} Systems Using A Posteriori Information},
booktitle = {Proc. IEEE Conf. Decision and Control (CDC), Rio de Janeiro, Brazil, 10-12 } # dec # { 2025},
pages = {899-904},
year = {2025},
doi = {}
}
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