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Positive linear observers for linear compartmental systems

机译:线性隔室系统的正线性观测器

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摘要

Linear compartmental systems are mathematical systems that are frequently used in biology and mathematics. The inputs, states, and outputs of such systems are positive, because they denote amounts or concentrations of material. For linear dynamic systems the observer problem has been solved. The purpose of the observer problem is to determine a linear observer such that the state can be approximated. The difference between the state and its estimate should converge to zero. The interpretation in terms of a physical system requires that an estimate of the state be positive, like the state itself. In this paper conditions on the system matrices are presented that guarantee that there exists a positive linear observer such that both the error converges to zero and the estimate is positive. [References: 15]
机译:线性隔室系统是在生物学和数学中经常使用的数学系统。这种系统的输入,状态和输出为正,因为它们表示物料的数量或浓度。对于线性动力系统,观察者问题已经解决。观察者问题的目的是确定线性观察者,以便可以近似状态。状态与其估计值之间的差异应收敛为零。关于物理系统的解释要求状态的估计是正的,就像状态本身一样。在本文中,提出了关于系统矩阵的条件,这些条件保证存在一个正线性观测器,使得误差都收敛为零且估计值为正。 [参考:15]

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