RADAR-BASED DETECTION AND RECOGNITION METHODOLOGY OF AUTONOMOUS SURFACE VEHICLES IN CHALLENGING MARINE ENVIRONMENT

Dmytro Korban, Oleksiy Melnyk, O.А. Onishchenko, Serhii Kurdiuk, Valerii Shevchenko, T. Obniavko
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Abstract

This paper presents a methodology that combines radar polarization selection and recognition techniques for navigating objects in atmospheric formations, with a special focus on unmanned surface vehicles (ASVs). The proposed technique utilizes the concept of an energy dissipation matrix to represent these objects as characteristic “shiny dots”. By strategically changing the polarization of the emitted and received electromagnetic waves, the resulting echo energy dissipation matrix is determined. This approach allows the formation of an intensity-based repository of atmospheric formations, which gives SRPC a complete set of tools to account for atmospheric conditions in radar identification of remote objects, including ASVs. The practical application of this technique extends to the improvement of a distinct class of shipborne radar systems optimized for ASVs and their specific navigation requirements. Ultimately, this technology bridges the gap between advanced radar technology and the emerging field of unmanned ground vehicles, providing safer and more proficient navigation in challenging weather conditions.
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在具有挑战性的海洋环境中基于雷达的自主水面飞行器探测和识别方法
本文介绍了一种结合雷达偏振选择和识别技术的方法,用于导航大气层中的物体,特别关注无人水面飞行器(ASV)。所提出的技术利用能量耗散矩阵的概念,将这些物体表示为特征性的 "闪亮点"。通过战略性地改变发射和接收电磁波的极化,可以确定由此产生的回波能量耗散矩阵。通过这种方法,可以形成一个基于强度的大气形态库,从而为 SRPC 提供一套完整的工具,用于在雷达识别包括反潜飞行器在内的远程物体时考虑大气条件。这项技术的实际应用扩展到改进针对反潜飞行器及其特定导航要求而优化的一类独特的舰载雷达系统。最终,这项技术将在先进雷达技术和新兴的无人地面运载工具领域之间架起一座桥梁,在具有挑战性的天气条件下提供更安全、更熟练的导航。
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