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Transmission Scheduling Schemes of Industrial Wireless Sensors for Heterogeneous Multiple Control Systems

The transmission scheduling scheme of wireless networks for industrial control systems is a crucial design component since it directly affects the stability of networked control systems. In this paper, we propose a novel transmission scheduling framework to guarantee the stability of heterogeneous m...

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Detalles Bibliográficos
Autores principales: Park, Bongsang, Nah, Junghyo, Choi, Jang-Young, Yoon, Ick-Jae, Park, Pangun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6308482/
https://www.ncbi.nlm.nih.gov/pubmed/30563135
http://dx.doi.org/10.3390/s18124284
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author Park, Bongsang
Nah, Junghyo
Choi, Jang-Young
Yoon, Ick-Jae
Park, Pangun
author_facet Park, Bongsang
Nah, Junghyo
Choi, Jang-Young
Yoon, Ick-Jae
Park, Pangun
author_sort Park, Bongsang
collection PubMed
description The transmission scheduling scheme of wireless networks for industrial control systems is a crucial design component since it directly affects the stability of networked control systems. In this paper, we propose a novel transmission scheduling framework to guarantee the stability of heterogeneous multiple control systems over unreliable wireless channels. Based on the explicit control stability conditions, a constrained optimization problem is proposed to maximize the minimum slack of the stability constraint for the heterogeneous control systems. We propose three transmission scheduling schemes, namely centralized stationary random access, distributed random access, and Lyapunov-based scheduling scheme, to solve the constrained optimization problem with a low computation cost. The three proposed transmission scheduling schemes were evaluated on heterogeneous multiple control systems with different link conditions. One interesting finding is that the proposed centralized Lyapunov-based approach provides almost ideal performance in the context of control stability. Furthermore, the distributed random access is still useful for the small number of links since it also reduces the operational overhead without significantly sacrificing the control performance.
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spelling pubmed-63084822019-01-04 Transmission Scheduling Schemes of Industrial Wireless Sensors for Heterogeneous Multiple Control Systems Park, Bongsang Nah, Junghyo Choi, Jang-Young Yoon, Ick-Jae Park, Pangun Sensors (Basel) Article The transmission scheduling scheme of wireless networks for industrial control systems is a crucial design component since it directly affects the stability of networked control systems. In this paper, we propose a novel transmission scheduling framework to guarantee the stability of heterogeneous multiple control systems over unreliable wireless channels. Based on the explicit control stability conditions, a constrained optimization problem is proposed to maximize the minimum slack of the stability constraint for the heterogeneous control systems. We propose three transmission scheduling schemes, namely centralized stationary random access, distributed random access, and Lyapunov-based scheduling scheme, to solve the constrained optimization problem with a low computation cost. The three proposed transmission scheduling schemes were evaluated on heterogeneous multiple control systems with different link conditions. One interesting finding is that the proposed centralized Lyapunov-based approach provides almost ideal performance in the context of control stability. Furthermore, the distributed random access is still useful for the small number of links since it also reduces the operational overhead without significantly sacrificing the control performance. MDPI 2018-12-05 /pmc/articles/PMC6308482/ /pubmed/30563135 http://dx.doi.org/10.3390/s18124284 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Park, Bongsang
Nah, Junghyo
Choi, Jang-Young
Yoon, Ick-Jae
Park, Pangun
Transmission Scheduling Schemes of Industrial Wireless Sensors for Heterogeneous Multiple Control Systems
title Transmission Scheduling Schemes of Industrial Wireless Sensors for Heterogeneous Multiple Control Systems
title_full Transmission Scheduling Schemes of Industrial Wireless Sensors for Heterogeneous Multiple Control Systems
title_fullStr Transmission Scheduling Schemes of Industrial Wireless Sensors for Heterogeneous Multiple Control Systems
title_full_unstemmed Transmission Scheduling Schemes of Industrial Wireless Sensors for Heterogeneous Multiple Control Systems
title_short Transmission Scheduling Schemes of Industrial Wireless Sensors for Heterogeneous Multiple Control Systems
title_sort transmission scheduling schemes of industrial wireless sensors for heterogeneous multiple control systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6308482/
https://www.ncbi.nlm.nih.gov/pubmed/30563135
http://dx.doi.org/10.3390/s18124284
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