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Identifiability and Algebraic Identification of Time Delay Systems

机译:时滞系统的可识别性和代数识别

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摘要

Identifiability and algebraic identification of time delay systems are investigated in this paper. Identifiability results are first presented for linear delay systems described by convolution equations. On-line algorithms are next proposed for both parameters and delay estimation. Based on a distributional technique, these algorithms enable an algebraic and simultaneous estimation by solving a generalized eigenvalue problem. Simulation studies with noisy data and experimental results show the performance of the proposed approach.
机译:研究了时滞系统的可辨识性和代数辨识。首先给出由卷积方程描述的线性时滞系统的可识别性结果。接下来提出用于参数和延迟估计的在线算法。这些算法基于分布技术,通过解决广义特征值问题,可以进行代数和同时估计。带有噪声数据和实验结果的仿真研究表明了该方法的性能。

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