Assessment of the Stability of Spatially Distributed Monitoring Systems to the Impacts of Destabilizing Factors Based on a Model of a Heterogeneous Data Transmission Network with a Prefractal Dynamic Structure

The paper proposes a model of a spatially distributed monitoring system with a pre-fractal dynamic structure that describes the process of assessing the state of the system in real time under the influence of destabilizing factors. The basis of the model is a multilevel pre-fractal graph dynamically changing in time, which allows to take into account the non-determinism of the structure and weight characteristics of communication channels. The model implements the problem of multi-criteria optimization taking into account the prioritization of information channels to ensure the structural and functional stability of the system.

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Publication Details

Published
2024-11-13
DOI
https://doi.org/10.1109/summa64428.2024.10803892
Citations
1
Primary Topic
Advanced Data Processing Techniques
Type
article
Field-Weighted Citation Impact
0.33

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article

Assessment of the Stability of Spatially Distributed Monitoring Systems to the Impacts of Destabilizing Factors Based on a Model of a Heterogeneous Data Transmission Network with a Prefractal Dynamic Structure

Sergey Matseevich, A. M. Kazantsev, R. A. Kochkarov, Michail Baldychev
1 citations
Advanced Data Processing Techniques
0.33
article

Assessment of the Stability of Spatially Distributed Monitoring Systems to the Impacts of Destabilizing Factors Based on a Model of a Heterogeneous Data Transmission Network with a Prefractal Dynamic Structure

Sergey Matseevich, A. M. Kazantsev, R. A. Kochkarov, Michail Baldychev
article en
1 citations

Abstract

The paper proposes a model of a spatially distributed monitoring system with a pre-fractal dynamic structure that describes the process of assessing the state of the system in real time under the influence of destabilizing factors. The basis of the model is a multilevel pre-fractal graph dynamically changing in time, which allows to take into account the non-determinism of the structure and weight characteristics of communication channels. The model implements the problem of multi-criteria optimization taking into account the prioritization of information channels to ensure the structural and functional stability of the system.

Financial University (RU), Moscow Aviation Institute (RU)
Russian Science Foundation
Climate action
Openalex Percentile: Top 37%
Advanced Data Processing Techniques
0.33
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