H model reduction for singular systems: continuous-time case

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H model reduction for singular systems: continuous-time case

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The problem of H model reduction for linear singular systems in the continuous-time case is considered. The objective is to find a reduced-order system such that the associated error system is admissible and satisfies a prescribed H norm bound constraint. Necessary and sufficient conditions for the solvability of this problem are obtained in terms of linear matrix inequalities (LMIs) and a coupling non-convex rank constraint set. An explicit parametrisation of all reduced-order systems is presented for the case when the related LMIs are feasible. A simple LMI condition without rank constraint is derived for the zeroth-order H approximation problem. All these results are obtained without decomposing the original system, which makes the design procedure simple and direct.

Inspec keywords: reduced order systems; H∞ control; continuous time systems; linear matrix inequalities; control system synthesis; singular optimal control

Other keywords: admissible error system; H norm bound constraint; linear singular systems; linear matrix inequalities; reduced-order system; LMI condition; H model reduction; explicit parametrisation; coupling nonconvex rank constraint set; continuous-time case; zeroth-order H approximation problem; design procedure; necessary sufficient conditions

Subjects: Optimal control; Algebra; Control system analysis and synthesis methods

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