Discrete Tagaki–Sugeno models for control: Where are we? |
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Authors: | Thierry Marie Alexandre Jimmy |
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Affiliation: | aLAMIH, UMR CNRS8530, University of Valenciennes et Hainaut-Cambrésis, Le Mont Houy, 59313 Valenciennes Cedex 9, France;bLAGIS, UMR CNRS 8146, EC Lille, cité scientifique, BP 48, 59651 Villeneuve d’Ascq, France |
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Abstract: | This work deals with relaxed conditions for stability and stabilization of discrete-time Takagi–Sugeno (TS) models. It recalls classical results found in the literature which use quadratic Lyapunov functions leading to very conservative conditions, and various extensions based on piecewise and non-quadratic Lyapunov functions. Afterwards, a new and powerful way to enhance the previous results is depicted. The basic idea is that waiting long enough a stable model will converge towards its equilibrium and, therefore, the Lyapunov functions under consideration are not necessarily decreasing at every sample, but are allowed to decrease every k samples. Whatever it is k >1, the results are proved to include the standard one-sample case. The potential of this approach is shown through several examples in the paper. |
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Keywords: | Discrete Takagi– Sugeno model Non quadratic Lyapunov function k-sample variation |
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