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Convergence and convergence rate of the balanced realization truncations for infinite-dimensional discrete-time systems
Authors:Catherine Bonnet
Abstract:In this paper, we study approximation via balanced realizations for a large class of infinite-dimensional discrete-time linear systems. We give properties of the truncated system and prove that the approximation is L2-convergent. In the case of nuclear systems, we prove convergence in nuclear norm and give an estimation of the L-convergence rate.
Keywords:Infinite-dimensional discrete-time system   Hankel operator   balanced realization   nuclear operator   reduction   L2-   L  -convergence   rate of convergence
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