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基于量化丢包的模糊时滞系统的H_∞滤波器设计

Networked H_∞ Filtering for T-S Fuzzy Systems with Quantization and Data Dropouts
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摘要 该文主要研究模糊离散系统的H∞滤波器设计问题。与其他研究不同的是,该文考虑的时滞是系统自带的,且考虑了量化和丢包。用对数量化器来解决网络带宽有限问题,并构造了特殊的模糊Lyapunov函数来使系统达到渐近稳定。最后给出了一个数值例子,并用Matlab仿真证明了该算法的有效性。 In this paper , we consider the problem of H∞ filtering for T-S fuzzy systems ( FS) .Compared with others'research , the time delay considered in it is the system's, beyond that , quantization and packet dropouts have also been considered .We use the logarithmic quantizer to deal with the problem of limited bandwidth . Then we construct a special fuzzy Lyapunov function , so the system can achieve asymptotically stable .Finally, a numerical example is given to illustrate the feasibility of the proposed approach .
出处 《杭州电子科技大学学报(自然科学版)》 2013年第6期128-132,共5页 Journal of Hangzhou Dianzi University:Natural Sciences
基金 国家自然科学基金资助项目(63710014)
关键词 非线性时滞系统 模糊 量化 丢包 nonlinear fuzzy system quantization data packet dropout
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参考文献4

  • 1Li H Y,Liu H H,Gao H J. Reliable fuzzy control for active suspension systems with actuator delay and fault[J].{H}IEEE Transactions on Fuzzy Systems,2012,(2):342-357.
  • 2Li H Y,Yu J Y,Liu H H. Adaptive sliding mode control for nonlinear active suspension systems using T-S fuzzy model[J].IEEE Transactions on Industrial Electronic,2013,(8):3328-3338.
  • 3Mahmoud M S,Saif A W A. Robust quantized approach to fuzzy networked control systems[J].IEEE Journal on emerging and selected topics in circuits and systems,2012,(1):71-81.
  • 4Zhang C Z,Feng G,Qiu J B. Generalized H2 Filter Design for T-S Fuzzy Systems with Quantization and Packet Loss[A].Paris,2011.52-59.

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