Title :
Controller Design for Discrete-Time Descriptor Models: A Systematic LMI Approach
Author :
Estrada-Manzo, Victor ; Lendek, Zsofia ; Guerra, Thierry Marie ; Pudlo, Philippe
Author_Institution :
LAMIH, Univ. of Valenciennes & Hainaut-Cambresis, Valenciennes, France
Abstract :
This paper provides a systematic way to generalize the controller design for discrete-time nonlinear descriptor models. The controller synthesis is done using a Takagi-Sugeno representation of the descriptor models and linear matrix inequalities. We propose approaches to exploit the discrete-time nature of the problem by using delayed Lyapunov functions, which allow delayed controller gains. In addition, the well-known Finsler´s Lemma is used to avoid the explicit substitution of the closed-loop dynamics. Examples are provided to show the effectiveness of the proposed results.
Keywords :
Lyapunov methods; closed loop systems; control system synthesis; delays; discrete time systems; fuzzy control; linear matrix inequalities; nonlinear control systems; Finsler Lemma; Takagi-Sugeno representation; closed-loop dynamics; controller design; controller synthesis; delayed Lyapunov function; delayed controller gain; discrete-time descriptor model; discrete-time nonlinear descriptor model; linear matrix inequalities; systematic LMI approach; Computational modeling; Delays; Indexes; Linear matrix inequalities; Lyapunov methods; Mechanical systems; Systematics; Controller design; linear matrix inequality; linear matrix inequality (LMI); non-quadratic Lyapunov function; nonlinear descriptor model; nonquadratic Lyapunov function;
Journal_Title :
Fuzzy Systems, IEEE Transactions on
DOI :
10.1109/TFUZZ.2014.2371029