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An optimal iterative learning control approach for linear systems with nonuniform trial lengths under input constraints
In practical applications of iterative learning control (ILC), the repetitive process may end up
early by accident during the performance improvement along the trial axis, which yields the …
early by accident during the performance improvement along the trial axis, which yields the …
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 …
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 …
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 …
A technical overview of recent progresses on stochastic iterative learning control
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 …
learning control (ILC), where stochastic ILC implies the learning control for systems with …
On almost sure and mean square convergence of P-type ILC under randomly varying iteration lengths
This note proposes convergence analysis of iterative learning control (ILC) for discrete-time
linear systems with randomly varying iteration lengths. No prior information is required on …
linear systems with randomly varying iteration lengths. No prior information is required on …
Noisy-output-based direct learning tracking control with Markov nonuniform trial lengths using adaptive gains
In this article, a noisy-output-based direct learning tracking control is proposed for stochastic
linear systems with nonuniform trial lengths. The iteration-varying trial length is modeled …
linear systems with nonuniform trial lengths. The iteration-varying trial length is modeled …
Design and Development of the “POD Adventures” Smartphone Game: A Blended Problem-Solving Intervention for Adolescent Mental Health in India
PP Gonsalves, ES Hodgson, A Kumar… - Frontiers in public …, 2019 - frontiersin.org
Introduction: Digital technology platforms offer unparalleled opportunities to reach
vulnerable adolescents at scale and overcome many barriers that exist around conventional …
vulnerable adolescents at scale and overcome many barriers that exist around conventional …
Iterative learning control for MIMO nonlinear systems with iteration-varying trial lengths using modified composite energy function analysis
X ** - IEEE transactions on cybernetics, 2020 - ieeexplore.ieee.org
Most works dealing with trajectory tracking problems in the iterative learning control (ILC)
literature assume an iteration domain that has identical trial lengths. This fundamental …
literature assume an iteration domain that has identical trial lengths. This fundamental …