RESEARCH ON SPATIAL-FREQUENCY METHODS OF FILTERING AND JAMMING SUPPRESSION IN ELECTRONIC WARFARE COUNTERMEASURE SYSTEMS
DOI:
https://doi.org/10.28925/2663-4023.2026.32.1186Keywords:
electronic warfare, jamming resistance, jamming filtering, spatial methods, frequency methods, spatial-frequency processing, adaptive algorithms.Abstract
The article presents a theoretical analysis of spatial-frequency methods for filtering and jamming suppression in electronic warfare countermeasure systems. The main types of electronic jamming and their impact on the operation of modern communication, radar, and navigation systems are considered. The principles of spatial and frequency signal selection, as well as the features of their combined application to enhance jamming resistance, are analyzed. Special attention is given to adaptive spatial-frequency algorithms that provide effective suppression of both narrowband and broadband jamming under conditions of intensive electronic interference. A comparative analysis of spatial-frequency methods with individual spatial and frequency approaches is conducted, highlighting their advantages, limitations, and theoretical efficiency boundaries. Prospective directions for the development of spatial-frequency signal processing in the context of cognitive radio systems and integration with artificial intelligence methods are outlined. The obtained results can be used for further theoretical research and improvement of electronic warfare countermeasure systems.
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References
Shohat, R. (2019). Cyber electronic warfare. Cyber Defense Review, 4(2), 5–11. https://doi.org/10.18462/cdr.2019.0402.02
Lozynskyi, V. V. (2018). Electronic warfare in the system of preparation and conduct of combat operations of the Armed Forces of Ukraine. Armament and Military Equipment, 2(14), 48–57.
Schleher, D. C. (2019). Electronic warfare in the 21st century: Challenges, threats and opportunities. IET Radar, Sonar & Navigation, 13(3), 328–333. https://doi.org/10.1049/iet-rsn.2018.5344
Sokolov, V. Y. (2015). Latest technologies of electronic warfare. Armament and Military Equipment, 2(14), 48–50.
McPeak, W. M., et al. (2015). Design of nanostructured metamaterials for optical magnetometry. Nature Materials, 14(4), 395–400. https://doi.org/10.1038/nmat4221
Balanis, C. A. (2016). Antenna theory: Analysis and design (4th ed.). Wiley.
Opirskyy, I., & Bybyk, R. (2023). Research on modern methods of electronic warfare (EW) and methods and means of its counteraction. Ukrainian Scientific Journal of Information Security, 29(2), 88–97. https://doi.org/10.18372/2225-5036.29.17873
Adamczyk, B. (2017). Rapidly varying electromagnetic fields. In Foundations of electromagnetic compatibility: With practical applications (pp. 439–452). Wiley. https://doi.org/10.1002/9781119120810.ch15
Piza, D. M., & Moroz, G. V. (2022). Method for spatial polarization compensation of jamming. https://doi.org/10.15588/1607-3274-2022-2-3
Schuerger, J., & Garmatyuk, D. (2010). Multifrequency OFDM SAR in presence of deception jamming. https://doi.org/10.1155/2010/451851
Kriuchkova, L., & Vorokhob, N. (2025). Adaptive methods for countering active noise jamming. https://doi.org/10.28925/2663-4023.2025.30.987
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