Title :
Robust control of polytopic systems by convex optimization
Author :
Karimi, Alireza ; Khatibi, Hamid ; Longchamp, Roland
Author_Institution :
Lab. d´Autom., Ecole Polytech. Fed. de Lausanne (EPFL), 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 :
control system synthesis; convex programming; linear matrix inequalities; linear systems; pole assignment; polynomial approximation; robust control; KYP lemma; LMI based convex optimization problem; convex set; finite-dimensional approximation; infinite-dimensional space; infinity-norm; linear time-invariant SISO polytopic systems; orthonormal basis functions; polynomial approach; robust control synthesis; robust pole placement; sensitivity function shaping; stabilizing controller; two-norm; Convex functions; Optimization; Polynomials; Robustness; Sensitivity; Transfer functions; Uncertainty;
Conference_Titel :
Control Conference (ECC), 2007 European
Conference_Location :
Kos
Print_ISBN :
978-3-9524173-8-6