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Robust control of polytopic systems by convex optimization
Authors:Alireza Karimi [Author Vitae]Author Vitae]
Affiliation:Laboratoire d’Automatique, Ecole Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland
Abstract:Robust control synthesis of linear time-invariant SISO polytopic systems is investigated using the polynomial approach. A convex set of all stabilizing controllers for a polytopic system is given over an infinite-dimensional space. A finite-dimensional approximation of this set is obtained using the orthonormal basis functions and represented by a set of LMIs thanks to the KYP lemma. Then, an LMI based convex optimization problem for robust pole placement with sensitivity function shaping in two- and infinity-norm is proposed. The simulation results show the effectiveness of the proposed method.
Keywords:Robust control  Polytopic uncertainty  Strictly positive real system  Convex optimization
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