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1. 东北大学信息工程学院,辽宁,沈阳,110004
2. 渤海大学信息科学与工程学院,辽宁,锦州,121003
3. 东北大学信息工程学院辽宁沈阳,110004
4. 渤海大学信息科学与工程学院辽宁锦州,121003
Published:2005
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LUN Shu-xian, ZHANG Hua-guang. Fuzzy H∞ Filter Design for Nonlinear Discrete-Time State-Delayed System[J]. Acta Electronica Sinica, 2005, 33(2): 231-235.
本文针对一类非线性、多时滞、干扰有界未知的离散系统进行
H
∞
模糊滤波器的设计.首先
利用T-S模糊模型来表达这个非线性、多时滞系统
并将建模误差
通过S-procedure
考虑到滤波器的设计中
建立基于T-S模糊模型的滤波器的存在条件
降低了滤波器设计的保守性.然后根据线性矩阵不等式(LMI)的性质将该模糊滤波器的设计转化为LMI的可行性问题
并采用凸优化技术的内点法求得LMI的可行解
设计出模糊滤波器.仿真结果表明
该方法是有效的.
This paper develops fuzzy
H
∞
filter to estimate signal for a class of nonlinear discrete-time state-delayed systems with unknown bounded disturbances.First
the Takagi-Sugeno (T-S) fuzzy model is used to represent the state-space model for the nonlinear discrete-time systems.Sufficient condition for the existence of fuzzy
H
∞
filter based on T-S fuzzy model is established when modelling error is considered during the design process of filter by S-procedure
which reduces the conservativeness of the design of filter.According to some nature of linear matrix inequality (LMI)
the design of fuzzy
I
∞
filter is turned into the feasible problem of LMI
which can be efficiently solved using convex optimization techniques such as the interior point algorithm.Simulation results show that th
e proposed design method for filter is effective.
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