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Computing Robust Controlled Invariant Sets of Linear Systems

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We consider controllable linear discrete-time systems with bounded perturbations and present two methods to compute robust controlled invariant sets. The first method tolerates an arbitrarily small constraint violation to compute… Click to show full abstract

We consider controllable linear discrete-time systems with bounded perturbations and present two methods to compute robust controlled invariant sets. The first method tolerates an arbitrarily small constraint violation to compute an arbitrarily precise outer approximation of the maximal robust controlled invariant set, while the second method provides an inner approximation. The outer approximation scheme is $\delta$ -complete, given that the constraint sets are formulated as finite unions of polytopes.

Keywords: sets linear; robust controlled; controlled invariant; computing robust; invariant sets; linear systems

Journal Title: IEEE Transactions on Automatic Control
Year Published: 2017

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