On Interval Observer Design for Continuous-Time LPV Switched Systems

C. Zammali, J. V. Gorp, T. Raïssi
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引用次数: 1

Abstract

State estimation for switched systems with time-varying parameters has received a great attention during the past decades. In this paper, a new approach to design an interval observer for this class of systems is proposed. The scheduling vector is described by a convex combination so that the parametric uncertainties belong into polytopes. The considered system is also subject to measurement noise and state disturbances which are supposed to be unknown but bounded.The proposed method guarantees both cooperativity and Input to State Stability (ISS) of the upper and lower observation errors. Sufficient conditions are given in terms of Linear Matrices Inequalities (LMIs) using a common quadratic Lyapunov function. Finally, a numerical example is provided to show the effectiveness of the designed observer.
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连续时间LPV切换系统的区间观测器设计
时变参数切换系统的状态估计问题在过去的几十年中受到了广泛的关注。本文提出了一种设计这类系统区间观测器的新方法。调度向量用凸组合来描述,使得参数不确定性属于多面体。所考虑的系统还受到测量噪声和状态干扰,这些干扰应该是未知的,但有界的。该方法保证了上下观测误差的协同性和输入状态稳定性。利用普通二次李雅普诺夫函数给出了线性矩阵不等式的充分条件。最后,通过数值算例验证了所设计观测器的有效性。
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