A membership-function-dependent approach ...
Type de document :
Compte-rendu et recension critique d'ouvrage
Titre :
A membership-function-dependent approach for stability analysis and controller synthesis of Takagi-Sugeno models
Auteur(s) :
Bernal, Miguel [Auteur]
Guerra, Thierry-Marie [Auteur correspondant]
Laboratoire d'Automatique, de Mécanique et d'Informatique industrielles et Humaines - UMR 8201 [LAMIH]
Kruszewski, Alexandre [Auteur]
Systèmes Non Linéaires et à Retards [SyNeR]
Guerra, Thierry-Marie [Auteur correspondant]
Laboratoire d'Automatique, de Mécanique et d'Informatique industrielles et Humaines - UMR 8201 [LAMIH]
Kruszewski, Alexandre [Auteur]
Systèmes Non Linéaires et à Retards [SyNeR]
Titre de la revue :
Fuzzy Sets and Systems
Pagination :
2776-2795
Éditeur :
Elsevier
Date de publication :
2009-10
ISSN :
0165-0114
Discipline(s) HAL :
Informatique [cs]/Automatique
Résumé en anglais : [en]
This paper presents a new approach for stability analysis and controller design of Takagi–Sugeno (TS) models. The analysis considers information derived from existing or induced order relations among the membership functions. ...
Lire la suite >This paper presents a new approach for stability analysis and controller design of Takagi–Sugeno (TS) models. The analysis considers information derived from existing or induced order relations among the membership functions. Partitioning of the state-space and the use of piecewise Lyapunov functions (PWLF) arise naturally as a consequence of induced order relations. Conditions under the novel approach can be expressed as linear matrix inequalities (LMIs) facilitating the inclusion of performance design. Examples are provided to show the advantages over the classical quadratic approach.Lire moins >
Lire la suite >This paper presents a new approach for stability analysis and controller design of Takagi–Sugeno (TS) models. The analysis considers information derived from existing or induced order relations among the membership functions. Partitioning of the state-space and the use of piecewise Lyapunov functions (PWLF) arise naturally as a consequence of induced order relations. Conditions under the novel approach can be expressed as linear matrix inequalities (LMIs) facilitating the inclusion of performance design. Examples are provided to show the advantages over the classical quadratic approach.Lire moins >
Langue :
Anglais
Vulgarisation :
Non
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