This paper develops delay-independent fuzzy hyperbolic guaranteed cost control for nonlinear continuous-time systems with parameter uncertainties. Fuzzy hyperbolic model (FHM) can be used to establish the model for ce...This paper develops delay-independent fuzzy hyperbolic guaranteed cost control for nonlinear continuous-time systems with parameter uncertainties. Fuzzy hyperbolic model (FHM) can be used to establish the model for certain unknown complex system. The main advantage of using FHM over Takagi-Sugeno (T-S) fuzzy model is that no premise structure identification is needed and no completeness design of premise variables space is needed. In addition, an FHM is not only a kind of valid global description but also a kind of nonlinear model in nature. A nonlinear quadratic cost function is developed as a performance measurement of the closed-loop fuzzy system based on FHM.Based on delay-independent Lyapunov functional approach, some sufficient conditions for the existence of such a fuzzy hyperbolic guaranteed cost controller via state feedback are provided. These conditions are given in terms of the feasibility of linear matrix inequalities (LMIs). A simulation example is provided to illustrate the design procedure of the proposed method.展开更多
利用T-S模糊模型逼近一类非线性不确定时滞系统,将非线性系统模糊化为局部线性系统.基于李亚普诺夫稳定性定理设计出使模糊系统全局稳定的滑模控制器,该控制器对满足匹配条件和不满足匹配条件的不确定性系统均适用.最后以T ruck-T ra i...利用T-S模糊模型逼近一类非线性不确定时滞系统,将非线性系统模糊化为局部线性系统.基于李亚普诺夫稳定性定理设计出使模糊系统全局稳定的滑模控制器,该控制器对满足匹配条件和不满足匹配条件的不确定性系统均适用.最后以T ruck-T ra iler模型为例进行仿真研究,其结果验证了设计方案的可行性和有效性.展开更多
文摘This paper develops delay-independent fuzzy hyperbolic guaranteed cost control for nonlinear continuous-time systems with parameter uncertainties. Fuzzy hyperbolic model (FHM) can be used to establish the model for certain unknown complex system. The main advantage of using FHM over Takagi-Sugeno (T-S) fuzzy model is that no premise structure identification is needed and no completeness design of premise variables space is needed. In addition, an FHM is not only a kind of valid global description but also a kind of nonlinear model in nature. A nonlinear quadratic cost function is developed as a performance measurement of the closed-loop fuzzy system based on FHM.Based on delay-independent Lyapunov functional approach, some sufficient conditions for the existence of such a fuzzy hyperbolic guaranteed cost controller via state feedback are provided. These conditions are given in terms of the feasibility of linear matrix inequalities (LMIs). A simulation example is provided to illustrate the design procedure of the proposed method.
文摘利用T-S模糊模型逼近一类非线性不确定时滞系统,将非线性系统模糊化为局部线性系统.基于李亚普诺夫稳定性定理设计出使模糊系统全局稳定的滑模控制器,该控制器对满足匹配条件和不满足匹配条件的不确定性系统均适用.最后以T ruck-T ra iler模型为例进行仿真研究,其结果验证了设计方案的可行性和有效性.