Adaptive Algorithms in Radar Signal Processing

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https://doi.org/10.52651/sam.a.2024.1.15-25

Autor: Jana Ľoncová, Ján Ochodnický

In: Science & Military

ISSN: 2453-7632

Ročník: 19

Číslo: 1

Strany: 15 - 25

Rok vydania: 2024

Vydavateľ: Akadémia ozbrojených síl generála Milana Rastislava Štefánika, Liptovský Mikuláš

Abstrakt: The development of modern technologies has fundamentally transformed the field of radar signal and data processing. With the use of advanced algorithms and computational power, radars are now capable of extracting crucial information from received signals, facilitating improved target identification and tracking. This article presents some of the advanced technologies employed in radar signal and data processing and their impact on adaptability of radar systems. It traces the evolution of radar technology from old systems to the present, emphasizing the benefits of adaptive radar signal processing, which includes algorithms such as adaptive beamforming, Space-Time Adaptive Processing, and the integration of Machine Learning and Artificial Intelligence. In conclusion, challenges, and future prospects in the field of radar systems are discussed, with a focus on the potential integration of Artificial Intelligence methods, Cognitive radars, and Multiple Input Multiple Output technologies. Despite technical obstacles, opportunities emerge to enhance the performance of radar systems and achieve new levels of efficiency.

Kľúčové slová: Radar signal processing; Radar data processing; Adaptive radar; Adaptive algorithm.

Citácia:

ĽONCOVÁ, Jana a OCHODNICKÝ, Ján. Adaptive Algorithms in Radar Signal Processing. In: Science & Military [online]. Liptovský Mikuláš: Akadémia ozbrojených síl generála Milana Rastislava Štefánika, 2024, 19 (1), s. 15-25. ISSN: 1336-8885 (print). ISSN: 2453-7632 (online). Dostupné na internete: https://doi.org/10.52651/sam.a.2024.1.15-25