约束切换下非线性切换系统的状态估计

Lei Liu, Yuxin Zhao, Zhenbin Zhang, Bin Ma
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引用次数: 1

摘要

研究了非线性离散时间切换系统的状态估计问题。首先,将非线性切换系统表示为Takagi-Sugeno (T-S)模糊切换系统,即利用T-S模糊模型逼近非线性部分。然后,利用同步切换下的模相关luenberger型观测器来估计离散时间T-S模糊切换系统的状态。通过构造多重Lyapunov函数(mlf)和普通Lyapunov函数(clf),建立了估计系统在约束切换(平均停留时间(ADT)和模式相关平均停留时间(MDADT)切换)和任意切换下的实际状态可以分别由接收观测器状态跟踪的几个充分条件。最后,通过一个算例验证了该方法的有效性。
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State estimation for nonlinear switched systems under constrained switching
In this paper, the problem of state estimation for nonlinear discrete-time switched system is investigated. At first, the nonlinear switched system is represented as Takagi-Sugeno (T-S) fuzzy switched system, i.e., T-S fuzzy models are employed to approximate nonlinear parts. After that, a mode-dependent Luenberger-type observers under synchronous switching is employed to estimate the state of discrete-time T-S fuzzy switched system. By constructing multiply Lyapunov functions (MLFs) and common Lyapunov functions (CLFs), several sufficient conditions are established, in which the actual states of the estimated system under constrained switching (average dwell time (ADT) and mode-dependent average dwell time (MDADT) switching) and arbitrary switching can be tracked by the state of received observers, respectively. Finally, to testify the effectiveness of the proposed solution, one numerical example is provided.
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