MODELING THE PROCESS OF EXTRACTING SENSOR DATA FROM THE TERRAIN USING GENERALIZED NETS

Authors

  • Rosen Iliev Bulgarian Defence Institute, “Prof. Tsvetan Lazarov” (BG)
  • Denislav Ushovski Ministry of Defence of Bulgaria (BG)

DOI:

https://doi.org/10.17770/etr2025vol2.8602

Keywords:

AI, GN-model, crisis management, modeling

Abstract

The goal of the paper is to present an original Generalized Net model (GN-model) of the process of obtaining sensor data from the terrain, their analysis using artificial intelligence and their presentation in an operational center to support decision-making in crisis management. By using Generalized Nets, the aim is to create a general model of this process in order to achieve a better basis for research and future analyses of the complex relationships between subjects, objects and impacts in crisis management. To verify the presented GN-model, the simulation environment GN IDE was used, and some results from it are shown, related to the activation of transitions and movement between individual tokens in the net.

Supporting Agencies
This publication is funded by the Ministry of Education and Science in implementation of the National Scientific Program “Security and Defence”, adopted by Decree of the Council of Ministers No. 731 of 21.10.2021 and in accordance with Agreement No. D01-74/19.05.2022.

References

K. Atanassov.Theory of Generalized nets (an algebric aspect). AMSE Review, 1, №2, 27-33, 1984.

K.Atanassov, (ed.). Applications of Generalized nets. World Scientific, Singapore, New Jersey, London 1993.

K, Atanassov. Generalized Nets, World Scientific, Singapore, New Jersey, London 1991

K., Atanassov, Intuitionistic Fuzzy Sets: Theory and Applications. Springer-Verlag, 1999

K. Aleksandrova, I. Ivanov, Architecture of passive bistatic radar system based on DVB-T signals and software-defined platform, "Proc. of International scientific conference "Hemus 2016", pp. III-193 – III-201, ISSN 1312-2916, 2016

N. Angelova, M. Todorova and K. Atanassov.(2016) GN IDE Implementation, improvements and algorithms. 69.411-420

B. Genov, A. Bogdanov. Method for assessment of service life extension possibility of gyroscopic measurment apparatus. Scientific Notices of the Scientific and Technical Union of Mechanical Engineering, Defectoscopy 2002, Sozopol, ISSN 1310-3946, pp. 67-72

B. Genov, G. Genov, D. Chervenkov, B. Botev, Methodology for logistic lifecycle assessment in an acquisition project. SCIENTIFIC session 2010, Shumen: collection of scientific papers. - Shumen: National Military University "Vasil Levski", Faculty of Artillery, Air Defence and CIS, 2011 1313-7433 (print) 1314-1953 (CD), pp. 261-270

D.G. Dimitrov. GN IDE – A software tool for Simulation with generalized nets. Proceedings of Tenth International Workshop on Generallized nets, Sofia, 2009, 70-75.

A. Kolev, and P. Nikolova, Instrumental Equipment for Cyber-attack Prevention, Information & Security: An International Journal 47, no. 3 (2020): 285-299. https://doi.org/10.11610/isij.4720

S. Marinov, I. Ivanov, A. Kolev, Modeling of a controllable communication environment, Proceedings of the Scientific Conference "Modern Trends in Aviation Training", NMU "V. Levski", Faculty of "Aviation" - Dolna Mitropolia, ISBN 978-954-713-110-1, 2017

R. Iliev, A. Genchev, Possibilities for Using Unmanned Aerial Vehicles to Obtain Sensory Information for Environmental Analysis., Information & Security: An International Journal, 46, no. 2, (2020), 127-140.

V. Tselkov, and N. Stoianov. E-net models of a software system for web pages security. Mathematics and mathematical education, Sofia, Bulgaria, BAS, 2003.

E. Petkova and M. Angelov. Key aspects of performing a “Brute Force” attack on encrypted voice streams in MATLAB environment, "Proc. of International conference on advanced research and technology for defence "ARTDef 2023", pp. II-128 – II-133, ISSN 2815-2581, 2023

P. Nikolova and M. Angelov. Artificial Intelligence in cybersecurity on UAS networks, "Proc. of International conference on advanced research and technology for defence "ARTDef 2023", pp. II-87 – II-96, ISSN 2815-2581, 2023

Downloads

Published

08.06.2025

How to Cite

[1]
R. Iliev and D. Ushovski, “MODELING THE PROCESS OF EXTRACTING SENSOR DATA FROM THE TERRAIN USING GENERALIZED NETS”, ETR, vol. 2, pp. 157–163, Jun. 2025, doi: 10.17770/etr2025vol2.8602.