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.
Authors
- Sergey Matseevich (ORCID: https://orcid.org/0000-0003-1311-2194)
- A. M. Kazantsev (ORCID: https://orcid.org/0000-0003-3608-8238)
- R. A. Kochkarov (ORCID: https://orcid.org/0000-0003-3186-3901)
- Michail Baldychev
Institutions
- Financial University (RU)
- Moscow Aviation Institute (RU)
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
Funders
- Russian Science Foundation