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Convergence analysis of iterative learning control using pseudospectra
International Journal of Control ( IF 1.6 ) Pub Date : 2020-07-16 , DOI: 10.1080/00207179.2020.1790662 Zahra Shahriari 1 , Bo Bernhardsson 2 , Olof Troeng 2
中文翻译:
基于伪谱的迭代学习控制收敛性分析
更新日期:2020-07-16
International Journal of Control ( IF 1.6 ) Pub Date : 2020-07-16 , DOI: 10.1080/00207179.2020.1790662 Zahra Shahriari 1 , Bo Bernhardsson 2 , Olof Troeng 2
Affiliation
Iterative learning control (ILC) is an approach to improve the performance of a system that repeats the same operation. In this paper, we apply the theory of pseudospectra to transient analysis of ILC. The focus of this paper is on frequency-domain analysis of filter-based ILC. Moreover, the effect of finite trial length on the transient growth is discussed.
中文翻译:
基于伪谱的迭代学习控制收敛性分析
迭代学习控制 (ILC) 是一种提高重复相同操作的系统性能的方法。在本文中,我们将拟谱理论应用于 ILC 的瞬态分析。本文的重点是基于滤波器的 ILC 的频域分析。此外,还讨论了有限试验长度对瞬态增长的影响。