马尔可夫切换模糊奇异摄动系统的多目标鲁棒滤波

Mingcheng Dai, Kun Liang, J. Wang, Zhen Wang, Hao Shen
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引用次数: 0

摘要

在本文中,我们期望设计一个具有马尔可夫切换的模糊奇异摄动系统的多目标鲁棒滤波器。利用Takagi和Sugeno (T-S)模糊模型和Markov跳跃模型,在描述SPSs时既考虑了非线性,又考虑了参数或结构的突变。在一定条件下,可以保证最终的滤波误差系统具有规定的耗散性能指标的随机稳定。最后,通过求解这些条件得到滤波器增益。
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Multi-objective robust filtering for fuzzy singularly perturbed systems with Markov-switching
In this paper, we expect to design a multi-objective robust filter for fuzzy singularly perturbed systems (SPSs) with Markov switching. By utilizing the Takagi and Sugeno (T-S) fuzzy model and the Markov jump model, both the nonlinearity and the sudden changes in the parameters or structures are considered in the description of SPSs. Based on some acquired conditions, the final filtering error system can be assured stochastically stable with a prescribed dissipative performance index. Finally, the filter gains can be gained by solving these conditions.
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