D Shen - IEEE/CAA Journal of Automatica Sinica, 2018 - ieeexplore.ieee.org
This paper conducts a survey on iterative learning control (ILC) with incomplete information and associated control system design, which is a frontier of the ILC field. The incomplete …
D Shen - Unmanned Systems, 2018 - World Scientific
This paper contributes to a technical overview of recent progresses on stochastic iterative learning control (ILC), where stochastic ILC implies the learning control for systems with …
D Shen, W Zhang, JX Xu - Systems & Control Letters, 2016 - Elsevier
This note proposes ILC for discrete-time affine nonlinear systems with randomly iteration varying lengths. No prior information on the probability distribution of random iteration length …
D Shen, JX Xu - IEEE Transactions on Automatic Control, 2016 - ieeexplore.ieee.org
This technical note contributes to the convergence analysis for iterative learning control (ILC) for linear stochastic systems under general data dropout environments, ie, data …
The standard assumption that a measurement signal is available at each sample in iterative learning control (ILC) is not always justified, eg, when exploiting time-stamped data from …
C Treesatayapun - Applied Mathematical Modelling, 2020 - Elsevier
The equivalent model of a class of unknown discrete-time systems is developed by data- driven approach and fuzzy rules inference network when plant's control direction can vary …
D Shen, C Zhang, Y Xu - Information Sciences, 2017 - Elsevier
The iterative learning control (ILC) problem is addressed in this paper for stochastic linear systems with random data dropout modeled by a Bernoulli random variable. Both …
D Shen - IEEE Transactions on Neural Networks and Learning …, 2017 - ieeexplore.ieee.org
This paper proposes a data-driven learning control method for stochastic nonlinear systems under random communication conditions, including data dropouts, communication delays …
Y Zheng, N Mo, Y Zhou, Z Shi - Ieee Access, 2019 - ieeexplore.ieee.org
Active control is one of the most important advantages of active magnetic bearing (AMB), and also can be used to suppress the imbalance of AMB rotor system (AMB-RS). This paper …