Regular Papers

International Journal of Control, Automation and Systems 2017; 15(2): 647-655

Published online March 8, 2017

https://doi.org/10.1007/s12555-015-0273-y

© The International Journal of Control, Automation, and Systems

Almost Sure Convergence of ILC for Networked Linear Systems with Random Link Failures

Dong Shen

Beijing University of Chemical Technology

Abstract

The iterative learning control (ILC) problem for networked linear system with random link failure is addressed in this paper. The link failures arise both from the controller to the plant and from the plant to the controller. The random link failure is modeled by an independent Bernoulli random variable. Two P-type update laws are designed and critically analyzed. The almost sure convergence property is established according to this case for the first time. Illustrative simulations show the effectiveness of the proposed algorithms."

Keywords Almost sure convergence, iterative learning control, link failures, networked linear systems.

Article

Regular Papers

International Journal of Control, Automation and Systems 2017; 15(2): 647-655

Published online April 1, 2017 https://doi.org/10.1007/s12555-015-0273-y

Copyright © The International Journal of Control, Automation, and Systems.

Almost Sure Convergence of ILC for Networked Linear Systems with Random Link Failures

Dong Shen

Beijing University of Chemical Technology

Abstract

The iterative learning control (ILC) problem for networked linear system with random link failure is addressed in this paper. The link failures arise both from the controller to the plant and from the plant to the controller. The random link failure is modeled by an independent Bernoulli random variable. Two P-type update laws are designed and critically analyzed. The almost sure convergence property is established according to this case for the first time. Illustrative simulations show the effectiveness of the proposed algorithms."

Keywords: Almost sure convergence, iterative learning control, link failures, networked linear systems.

IJCAS
June 2024

Vol. 22, No. 6, pp. 1761~2054

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