Iterative learning control for repetitive tasks with randomly varying trial lengths using successive projection
This article proposes an effective iterative learning control (ILC) approach based on
successive projection scheme for repetitive systems with randomly varying trial lengths. A …
successive projection scheme for repetitive systems with randomly varying trial lengths. A …
A survey on iterative learning control with randomly varying trial lengths: Model, synthesis, and convergence analysis
The nonuniform trial length problem, which causes information dropout in learning, is very
common in various control systems such as robotics and motion control systems. This paper …
common in various control systems such as robotics and motion control systems. This paper …
Feedback-aided PD-type iterative learning control for time-varying systems with non-uniform trial lengths
In most implementations of iterative learning control (ILC) for trajectory tracking, it is usually
required that the trial lengths of different iterations are uniform. However, this requirement …
required that the trial lengths of different iterations are uniform. However, this requirement …
Iterative learning control with incomplete information: A survey
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 …
and associated control system design, which is a frontier of the ILC field. The incomplete …
Adaptive learning control for nonlinear systems with randomly varying iteration lengths
D Shen, JX Xu - IEEE transactions on neural networks and …, 2018 - ieeexplore.ieee.org
This paper proposes adaptive iterative learning control (ILC) schemes for continuous-time
parametric nonlinear systems with iteration lengths that randomly vary. As opposed to the …
parametric nonlinear systems with iteration lengths that randomly vary. As opposed to the …
Two novel iterative learning control schemes for systems with randomly varying trial lengths
This paper proposes two novel improved iterative learning control (ILC) schemes for
systems with randomly varying trial lengths. Different from the existing works on ILC with …
systems with randomly varying trial lengths. Different from the existing works on ILC with …
Monotonic convergence of iterative learning control systems with variable pass length
ABSTRACT A growing number of researchers consider iterative learning control (ILC) a
promising tool for numerous control problems in biomedical application systems. We will …
promising tool for numerous control problems in biomedical application systems. We will …
Adaptive iterative learning fault-tolerant control for state constrained nonlinear systems with randomly varying iteration lengths
G Liu, Z Hou - IEEE Transactions on Neural Networks and …, 2022 - ieeexplore.ieee.org
This article presents an adaptive iterative learning fault-tolerant control algorithm for state
constrained nonlinear systems with randomly varying iteration lengths subjected to actuator …
constrained nonlinear systems with randomly varying iteration lengths subjected to actuator …
Robust learning control for nonlinear systems with nonparametric uncertainties and nonuniform trial lengths
D Shen, JX Xu - International Journal of Robust and Nonlinear …, 2019 - Wiley Online Library
This paper proposes robust iterative learning control schemes for continuous‐time nonlinear
systems with various nonparametric uncertainties under nonuniform trial length …
systems with various nonparametric uncertainties under nonuniform trial length …
Adaptive ILC Design for Nonlinear Discrete-time Systems With Randomly Varying Trail Lengths and Uncertain Control Directions
QY Xu, YS Wei, J Cheng, K Wan - International Journal of Control …, 2023 - Springer
In this paper, an adaptive iterative learning control (ILC) design method is proposed for a
class of nonlinear discrete-time system with nonaffine structure, randomly varying trail …
class of nonlinear discrete-time system with nonaffine structure, randomly varying trail …