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Zonotopic Under-Approximations of Input Reachable Sets for Controllable Linear Systems

Recent years have seen a surging interest in developing under-approximations of reachable sets due to their potential applications in control synthesis and verification. In this letter, we propose a method… Click to show full abstract

Recent years have seen a surging interest in developing under-approximations of reachable sets due to their potential applications in control synthesis and verification. In this letter, we propose a method that yields under-approximations of finite-time input reachable sets for continuous-time controllable linear time-invariant systems with zonotopic input sets, utilizing approximations of the matrix exponential and its integral. The proposed method generates zonotopic under-approximations that converge in the sense of the Hausdorff distance. In addition, we introduce a variant of the proposed method that is better suited for applications with large time horizons. To illustrate its performance, we implement our proposed method in two numerical examples.

Keywords: time; zonotopic approximations; input reachable; method; reachable sets; controllable linear

Journal Title: IEEE Control Systems Letters
Year Published: 2023

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