Reverse blockchain technology and its application to improve the quality of control systems in conditions of network instability

The work proposes a technology for using a blockchain database to improve the quality of control systems for dynamic objects and technological processes in situations where the stability of communication systems is not ensured or loss of information and control signals is possible. The developed technology (hereinafter referred to as "reverse blockchain technology") involves the calculation of management signals based on a comparison of data from the blockchain database and forecast results obtained at the time of loss of the information signal. The description of the dynamics of the control object is considered in matrix form. Model experiments were carried out to select computational methods for processing signals and forming forecasts for the dynamics of an object. Recommendations are formulated to improve the reliability of control systems in conditions of instability of communication channels.

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Publication Details

Published
2024-11-26
DOI
https://doi.org/10.1109/bcca62388.2024.10844481
Primary Topic
Cybersecurity and Information Systems
Type
article
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article

Reverse blockchain technology and its application to improve the quality of control systems in conditions of network instability

Andrii Zinchenko, Oleksii Stepanov, Volodymyr Khilenko
Cybersecurity and Information Systems
article

Reverse blockchain technology and its application to improve the quality of control systems in conditions of network instability

Andrii Zinchenko, Oleksii Stepanov, Volodymyr Khilenko
article en

Abstract

The work proposes a technology for using a blockchain database to improve the quality of control systems for dynamic objects and technological processes in situations where the stability of communication systems is not ensured or loss of information and control signals is possible. The developed technology (hereinafter referred to as "reverse blockchain technology") involves the calculation of management signals based on a comparison of data from the blockchain database and forecast results obtained at the time of loss of the information signal. The description of the dynamics of the control object is considered in matrix form. Model experiments were carried out to select computational methods for processing signals and forming forecasts for the dynamics of an object. Recommendations are formulated to improve the reliability of control systems in conditions of instability of communication channels.

Slovak University of Technology in Bratislava (SK), National Academy of Sciences of Ukraine (UA), Institute of Software Systems (UA)
Industry, innovation and infrastructure
Openalex Percentile: Top 69%
Cybersecurity and Information Systems
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Reverse blockchain technology and its application to improve the quality of control systems in conditions of network instability — Andrii Zinchenko, Oleksii Stepanov, et al. · (2024) | TGRS Research Map | TGRS