SEMUS—An Open-Source RF-Level SAR Emulator for Interference Modeling in Spaceborne Applications

IF 5.7 2区 计算机科学 Q1 ENGINEERING, AEROSPACE IEEE Transactions on Aerospace and Electronic Systems Pub Date : 2024-09-18 DOI:10.1109/TAES.2024.3462895
Nermine Hendy;Ferdi Ganda Kurnia;Thomas Kraus;Markus Bachmann;Marco Martorella;Robin J. Evans;Manfred Zink;Haytham M. Fayek;Akram Al-Hourani
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Abstract

Earth observation has a crucial role in understanding and monitoring our planet's health and changes. Spaceborne synthetic aperture radar (SAR) has become a valuable technology for Earth monitoring, leading to a massive expansion of satellite launches. However, within the limited radio frequency (RF) band, radio frequency interference (RFI) poses a significant challenge for SAR technology. RFI can have a substantial impact on the overall system performance and particularly on SAR image quality. To analyze and solve the interference problem, a simulator/emulator is required at the RF level to emulate and analyze the effects of different RFI sources on the final focused spaceborne SAR image. This article presents an open-source RF-level SAR emulator for spaceborne applications called SEMUS. SEMUS is an integrated end-to-end framework for realistic spaceborne SAR scenarios that can generate raw RF data (Level-0) for an arbitrary scene and reconstruct the final SAR-focused image (Level-1). Moreover, the emulator is capable of injecting arbitrary RFI waveforms into the raw SAR data. The simulation results prove SEMUS's ability to generate high-quality Level-0 SAR data above Melbourne, Australia. Affirming its capability, SEMUS can reconstruct Level-1 free of RFI or contaminated with interference.
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SEMUS - 用于机载应用干扰建模的开源射频级合成孔径雷达仿真器
地球观测在了解和监测地球的健康和变化方面发挥着至关重要的作用。星载合成孔径雷达(SAR)已成为一项有价值的地球监测技术,导致卫星发射的大规模扩张。然而,在有限的射频(RF)频段内,射频干扰(RFI)对SAR技术提出了重大挑战。RFI可以对整个系统性能产生重大影响,特别是对SAR图像质量。为了分析和解决干扰问题,需要在射频水平上使用模拟器/仿真器来模拟和分析不同射频源对星载SAR最终聚焦图像的影响。本文介绍了一种开源的用于星载应用的rf级SAR模拟器,称为SEMUS。SEMUS是一个集成的端到端框架,用于现实的星载SAR场景,可以为任意场景生成原始RF数据(0级),并重建最终的SAR聚焦图像(1级)。此外,该仿真器能够在原始SAR数据中注入任意RFI波形。仿真结果证明了SEMUS能够在澳大利亚墨尔本上空生成高质量的0级SAR数据。SEMUS可以在没有RFI或干扰的情况下重建Level-1,这证明了它的能力。
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来源期刊
CiteScore
7.80
自引率
13.60%
发文量
433
审稿时长
8.7 months
期刊介绍: IEEE Transactions on Aerospace and Electronic Systems focuses on the organization, design, development, integration, and operation of complex systems for space, air, ocean, or ground environment. These systems include, but are not limited to, navigation, avionics, spacecraft, aerospace power, radar, sonar, telemetry, defense, transportation, automated testing, and command and control.
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