A Target Threat Assessment Method for Application in Air Defense Command and Control Systems
https://doi.org/10.32603/1993-8985-2023-26-3-90-98
Abstract
Introduction. This paper presents a solution for threat assessment of air targets using the fuzzy logic inference method. The approach is based on the Sugeno fuzzy model, which has multiple inputs representing target trajectory parameters and a single output representing the target threat value. A set of IF–THEN fuzzy inference rules, utilizing the AND operator, is developed to assess the input information.
Aim. To develop and test an algorithm model to calculate the threat value of an air target for use in real-time automated command and control systems.
Materials and methods. An algorithm model was developed using a fuzzy model to calculate the threat value of a target. The model is presented in the form of a flowchart supported by a detailed stepwise implementation process. The accuracy of the proposed algorithm was evaluated using the available toolkit in MATLAB. Additionally, a BATE software testbed was developed to assess the applicability of the algorithm model in a real-time automated command and control system.
Results. The efficiency of the proposed fuzzy model was evaluated by its simulation and testing using MATLAB tools on a set of 10 target trajectories with different parameters. Additionally, the BATE software was utilized to test the model under various air defense scenarios. The proposed fuzzy model was found to be capable of efficiently computing the threat value of each target with respect to the protected object.
Conclusion. The proposed fuzzy model can be applied when developing tactical supporting software modules for real-time air defense command and control systems.
About the Authors
Xuan Truong NguyenViet Nam
Xuan Truong Nguyen, Master's degree in "Radar Engineering" (2013) of the Russian Federation Armed Forces Army Air Defence Military Academy named after Marshal of the Soviet Union A. M. Vasilevsky. Postgraduate student, Researcher of Institute of System Integration.
The author of 5 scientific publications. Area of expertise: radar and radio navigation; telecommunications.
236, Hoang Quoc Viet, Hanoi
Kim Phuong Phung
Viet Nam
Kim Phuong Phung, Master's degree in "Computer science " (2014) of the Military Academy of Air and Space Defence named after Marshal of the Soviet Union G. K. Zhukov. Postgraduate student, Lecturer of the Department of Electronic Technologies of Institute of System Integration.
The author of 3 scientific publications. Area of expertise: electronic technology; computer science.
236, Hoang Quoc Viet, Hanoi
Quang Hieu Dang
Viet Nam
Dang Quang Hieu, PhD (2022), Senior Researcher of the Institute of System Integration.
The author of 7 scientific publications. Area of expertise: radar and radio navigation; telecommunications.
236, Hoang Quoc Viet, Hanoi
Xung Ha Vo
Viet Nam
Xung Ha Vo, Master's degree in "Radar System Engineering" (Le Quy Don Technical University (LQDTU), Vietnam, 2007), PhD student in "Radar Systems Engineering". Head of System and Antenna Design.
The author of 5 scientific publications. Area of expertise: system engineering; radar data processing; control and automation.
17, Hoang Sam Str. Cay Giay, Hanoi
Hoa Tien Vu
Viet Nam
Vu Hoa Tien, PhD in "Radio Electronica and Control Automation" (2005), Associate Professor (2014), Visiting Lecturer of Department of Aerospace Control Systems; a specialist in systems engineering control and automation.
Author of 57 publications. Area of expertise: systems automatic control for UAV; electronic technology, systems engineering.
236, Hoang Quoc Viet, Hanoi
References
1. Roux J. N., Van Vuuren J. H. Threat Evaluation and Weapon Assignment Decision Support: A Review of the State of the Art. ORiON. 2007, vol. 23, no. 2, pp. 151–187. doi: 10.5784/23-2-54
2. Pavlovskii A. V. Osnovy teorii upravleniya ognem. (Sistemnyi analiz. Teoriya prinyatiya reshenii. Teoriya effektivnosti) [Fundamentals of the Theory of Fire Control. (System Analysis. Decision Theory. Efficiency Theory)]. Smolensk, AV VPVO VS RF, 2016, 234 p. (In Russ.)
3. Lyaskovskii V. L. Osnovy proektirovaniya i ekspluatatsii avtomatizirovannykh sistem upravleniya voennogo naznacheniya [Fundamentals of Design and Operation of Automated Control Systems for Military Purposes]. Moscow, Izdatel'stvo MGTU im. N. E. Baumana, 2016, 188 p. (In Russ.)
4. Liplianin A. Yu., Shein A. S., Khizhniak A. V. Method of Accounting Importance of the Goal in Task of Aircraft Distribution Between Firepower. Doklady BGUIR. 2017, no. 2, pp.77–83. (In Russ.)
5. Johansson F. Evaluating the Performance of TEWA Systems. Orebro University, Intellecta Infolog, Kallered, 2010, 201 p.
6. Dongfenga Ch., Yu F., Yongxue L. Threat Assessment for Air Defense Operations Based on Intuitionistic Fuzzy Logic. Procedia Engineering, 2012, vol. 29, pp. 3302–3306. doi: 10.1016/j.proeng.2012.01.484
7. Johansson F., Falkman G. A Bayesian Network Approach to Threat Evaluation with Application to an Air Defense Scenario. 11th Intern. Conf. on Information Fusion. Cologne, Germany, 30 June 2008–03 July 2008. IEEE, 2008, pp. 1352–1358.
8. Yang Haiyan, Han Cheng, Tu Congliang. Air Targets Threat Assessment Based on BP-BN. J. of Communications. 2018, vol. 13, no. 1, pp. 21–26. doi: 10.12720/jcm.13.1.21-26
9. Sushil Kumar, Bipin Kumar Tripath. Modelling of Threat Evaluation for Dynamic Targets Using Bayesian Network Approach. Procedia Technology. 2016, vol. 24, pp. 1268–1275.
10. Li-Xin Wang. A Course in Fuzzy Systems and Control. Prentice Hall, 1997, 424 p.
11. Shynar E., Degen U. Methods and Concepts for Air Situation Picture Generation. Proc. of the Third Intern. Conf. on Information Fusion, Paris, France, 10–13 July 2000. IEEE, 2000. doi: 10.1109/IFIC.2000.862455
12. Hasan M. B., Barua Ya. Weapon Target Assignment. 2020. doi: 10.5772/intechopen.93665
13. Johansson F., Falkman G. Real-Time Allocation of Defensive Resources to Rockets, Artillery, and Mortars. 3th Conf. on Information Fusion (FUSION). Edinburgh, UK. 26–29 July 2010. IEEE, 2010. doi: 10.1109/ICIF.2010.5712026
14. Fedyaev V. N. Teoreticheskie osnovy avtomatizirovannogo upravleniya [Theoretical Foundations of Automated Control]. Tver', VA VKO, 2007, 204 p. (In Russ.)
15. Roux J. N., van Vuuren J. H. Real-Time Threat Evaluation in a Ground Based Air Defence Environment. ORiON. 2008, vol. 24, no. 1, pp. 75–101. doi: 10.5784/24-1-60
Review
For citations:
Nguyen X., Phung K., Dang Q., Ha Vo X., Tien Vu H. A Target Threat Assessment Method for Application in Air Defense Command and Control Systems. Journal of the Russian Universities. Radioelectronics. 2023;26(3):90-98. https://doi.org/10.32603/1993-8985-2023-26-3-90-98