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Type: Artigo de periódico
Title: Parameter-dependent H-2 and H-infinity filter design for linear systems with arbitrarily time-varying parameters in polytopic domains
Author: Borges, RA
Montagner, VF
Oliveira, RCLF
Peres, PLD
Bliman, PA
Abstract: In this paper, the problem of filter design for linear continuous-time systems with arbitrarily fast time-varying parameters is investigated. The time-varying parameters belong to a polytope with known vertices, affect all the system matrices and are assumed to be available online for implementation of the filters. Necessary and sufficient parameter-dependent linear matrix inequality (LMI) conditions for the existence of a parameter-dependent filter assuring that the estimation error dynamics is quadratically stable and satisfies bounds to the H-2 or to the H-infinity norms are given. A sequence of standard LMI conditions assuring the existence of homogeneous polynomially parameter-dependent (HPPD) solutions to the parameter-dependent LMIs for filter design is provided in terms of the vertices of the polytope (no gridding is required), yielding parameter-dependent filters of arbitrary degree assuring quadratic stability of the error dynamics for the H-2 or the H-infinity cases. As the degree of the HPPD solutions increases, less and less conservative LMI conditions are obtained, tending to the necessary conditions that assure optimal values for the H-2 or the H-infinity performance of the estimation error dynamics under quadratic stability. Numerical examples illustrate the results, showing that parameter-dependent filters can provide better attenuation levels than the ones obtained with robust filters, at the price of a more complex filtering strategy. (c) 2008 Elsevier B.V. All rights reserved.
Subject: filtering problem
linear parameter-varying systems
H-2 and H-infinity performance
quadratic Lyapunov functions
linear matrix inequalities
continuous-time systems
Country: Holanda
Editor: Elsevier Science Bv
Rights: fechado
Identifier DOI: 10.1016/j.sigpro.2008.01.021
Date Issue: 2008
Appears in Collections:Unicamp - Artigos e Outros Documentos

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