Literature DB >> 30563135

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

Bongsang Park1, Junghyo Nah2, Jang-Young Choi3, Ick-Jae Yoon4, Pangun Park5.   

Abstract

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.

Entities:  

Keywords:  industrial control systems; industrial internet of things; transmission scheduling scheme; wireless networked control systems; wireless networks

Year:  2018        PMID: 30563135      PMCID: PMC6308482          DOI: 10.3390/s18124284

Source DB:  PubMed          Journal:  Sensors (Basel)        ISSN: 1424-8220            Impact factor:   3.576


  1 in total

1.  Fault Detection and Diagnosis Using Combined Autoencoder and Long Short-Term Memory Network.

Authors:  Pangun Park; Piergiuseppe Di Marco; Hyejeon Shin; Junseong Bang
Journal:  Sensors (Basel)       Date:  2019-10-23       Impact factor: 3.576

  1 in total

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