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Non-fragile control of fuzzy affine dynamic systems via piecewise Lyapunov functions 被引量:1

Non-fragile control of fuzzy affine dynamic systems via piecewise Lyapunov functions
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摘要 This paper addresses the robust static out- put feedback (SOF) controller design problem for a class of uncertain fuzzy affine systems that are robust against both the plant parameter perturbations and controller gain variations. More specifically, the purpose is to synthesize a non-fragile piecewise affine SOF controller guaranteeing the stability of the resulting closed-loop fuzzy affine dynamic system with certain performance index. Based on piecewise quadratic Lyapunov functions and applying some convexification pro- cedures, two different approaches are proposed to solve the robust and non-fragile piecewise affine SOF controller syn- thesis problem. It is shown that the piecewise affine controller gains can be obtained by solving a set of linear matrix in- equalities (LMIs). Finally, simulation examples are given to illustrate the effectiveness of the proposed methods. This paper addresses the robust static out- put feedback (SOF) controller design problem for a class of uncertain fuzzy affine systems that are robust against both the plant parameter perturbations and controller gain variations. More specifically, the purpose is to synthesize a non-fragile piecewise affine SOF controller guaranteeing the stability of the resulting closed-loop fuzzy affine dynamic system with certain performance index. Based on piecewise quadratic Lyapunov functions and applying some convexification pro- cedures, two different approaches are proposed to solve the robust and non-fragile piecewise affine SOF controller syn- thesis problem. It is shown that the piecewise affine controller gains can be obtained by solving a set of linear matrix in- equalities (LMIs). Finally, simulation examples are given to illustrate the effectiveness of the proposed methods.
出处 《Frontiers of Computer Science》 SCIE EI CSCD 2017年第6期937-947,共11页 中国计算机科学前沿(英文版)
关键词 fuzzy affine systems NON-FRAGILE robust outputfeedback control fuzzy affine systems, non-fragile, robust outputfeedback control
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