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Potentials and Limitations of SAR Image Simulators - A Comparative Study of Three Simulation Approaches

机译:SAR图像仿真器的潜力和局限性-三种仿真方法的比较研究。

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摘要

Various applications, like for instance algorithm design, mission planning, geo-referencing, change detection, Automatic Target Recognition (ATR) or SAR data analysis, rely on simulated synthetic aperture radar (SAR) images. However, there are different SAR simulation techniques with different advantages and disadvantages. Depending on the needs of a certain application, a suitable SAR simulation technique has to be used. This paper compares three SAR image simulation approaches, RaySAR, CohRaS®, and SARViz, showing their similarities and differences. RaySAR and CohRaS® are two ray tracing based SAR image simulators. RaySAR is based on the open-source software POV-Ray, while CohRaS® is developed as SAR simulator from scratch. The third simulator, SARViz, is a real-time SAR simulator based on the rasterization approach. The geometrical features of the three simulators are compared and the differences and different applications are analyzed.
机译:各种应用程序,例如算法设计,任务计划,地理参考,变更检测,自动目标识别(ATR)或SAR数据分析,都依赖于模拟合成孔径雷达(SAR)图像。但是,存在不同的SAR模拟技术,各有优缺点。根据特定应用的需求,必须使用合适的SAR仿真技术。本文比较了三种SAR图像模拟方法,即RaySAR,CohRaS®和SARViz,它们之间具有相似性和差异性。 RaySAR和CohRaS®是两个基于光线跟踪的SAR图像模拟器。 RaySAR基于开源软件POV-Ray,而CohRaS®是从头开始作为SAR模拟器开发的。第三个模拟器SARViz是基于栅格化方法的实时SAR模拟器。比较了这三个模拟器的几何特征,并分析了差异和不同的应用。

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