微分器
控制理论(社会学)
频域
线性系统
时域
计算机科学
线性化
实现(概率)
非线性系统
等价(形式语言)
数学
趋同(经济学)
带宽(计算)
控制(管理)
数学分析
人工智能
离散数学
经济增长
物理
经济
统计
计算机视觉
计算机网络
量子力学
作者
Renzhi Huang,Zaijun Wu,Xiangjun Quan,Mingjin Hu,Qinran Hu,Tiankui Sun,Zichen Wang
标识
DOI:10.1109/tie.2023.3257389
摘要
The discrete-time optimal control (DTOC) based tracking differentiator (TD) is first proposed by Han (named fHan-TD). As for a nonlinear differentiator, it is difficult to evaluate the stability of the system containing fHan-TD. The application of the fHan-TD is also constrained by complex computation. Hence, in this article, a linearized TD is proposed for the fHan-TD based on the frequency-domain characteristics of fHan-TD and the Sanathanan–Koerner iterative method. The linearized fHan-TD, abbreviated as linear-TD, shows the same frequency-domain characteristics as fHan-TD. The theoretical proof of the linear-TD is derived from the DTOC principle. Meanwhile, a sufficient but not necessary condition for the linearization is given. Both the analysis of frequency-domain characteristics and the principle of DTOC show that the conventional fHan-TD can be replaced by the proposed linear-TD with a simple structure and no loss in convergence time. A DSP28379D based testbed is used to verify the characteristics of linear-TD, thus validating the equivalence of fHan-TD and linear-TD. Moreover, experiment results demonstrate that the computational resources required for linear-TD are only 24.4% of fHan-TD. Finally, the effectiveness of the proposed method is verified through experiments on grid-forming inverter.
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