异常观测下基于实验设计的随机线性连续离散系统主动参数辨识

V. M. Chubich, E. Filippova
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引用次数: 0

摘要

给出了随机线性连续离散系统的主动参数辨识过程,包括参数的鲁棒估计和输入信号的优化设计。考虑了在系统噪声和测量的状态和观测方程、初始条件和协方差矩阵中输入未知参数的一般情况。通过直流电机控制系统的实例验证了该方法的有效性。
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Active parametrical identification of stochastic linear continuous-discrete systems based on the experiment design in the presence of abnormal observations
The procedure of active parametrical identification of stochastic linear continuous-discrete systems including robust estimation of parameters and optimal design of input signals is offered. A general case of entering unknown parameters into the equations of state and observation, initial conditions and covariance matrices of system noise and measurements is considered. The efficiency of this procedure is demonstrated by the example of a direct current motor control system.
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