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Non-Fragile Robust H∞ Filtering of Takagi-Sugeno Fuzzy Networked Control Systems with Sensor Failures

机译:具有传感器故障的Takagi-Sugeno模糊网络控制系统的非脆弱鲁棒H∞滤波

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摘要

The fault-tolerant robust non-fragile ∞ filtering problem for networked control systems with sensor failures is studied in this paper. The Takagi-Sugeno fuzzy model which can appropriate any nonlinear systems is employed. Based on the model, a filter which can maintain stability and ∞ performance level under the influence of gain perturbation of the filter and sensor failures is designed. Moreover, the gain matrix of sensor failures is converted into a dynamic interval to expand the range of allowed failures. And the sufficient condition for the existence of the desired filter is derived in terms of linear matrix inequalities (LMIs) solutions. Finally a simulation example is given to illustrate the effectiveness of the proposed method.
机译:研究了带有传感器故障的网络控制系统的容错鲁棒非脆弱∞滤波问题。采用适用于任何非线性系统的Takagi-Sugeno模糊模型。基于该模型,设计了一种可以在增益扰动和传感器故障影响下保持稳定性和∞性能水平的滤波器。此外,将传感器故障的增益矩阵转换为动态间隔,以扩大允许的故障范围。并根据线性矩阵不等式(LMI)解导出了存在所需滤波器的充分条件。最后给出了一个仿真实例,说明了该方法的有效性。

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