Development and potential of real-time FPGA frequency-based SAR image processing for short-range FMCW applications

M. Pfitzner, F. Cholewa, P. Pirsch, H. Blume
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引用次数: 2

Abstract

This paper presents the potential of standard frequency domain based SAR image generation techniques for real-time short-range FMCW applications. Exemplarily, a Range-Doppler algorithm is implemented in hardware and evaluated for a 80 GHz, 25 GHz bandwidth FMCW system. For implementation a hardware-in-the-loop framework is presented, capable of coupling high-level MATLAB code with different hardware evaluation environments. This allows for a gradual swap of time-critical signal processing tasks from software to hardware. The stepwise swap makes a precise analysis of discrete algorithmic stages possible, leading to an optimized hardware description. A dramatic increase of computation speed can be observed compared to time domain based image generation techniques.
近程FMCW应用中基于FPGA频率的实时SAR图像处理的发展与潜力
本文介绍了基于标准频域的SAR图像生成技术在实时近程FMCW应用中的潜力。例如,在硬件上实现了距离多普勒算法,并对80 GHz、25 GHz带宽的FMCW系统进行了评估。在实现上,提出了一个硬件在环框架,能够将高级MATLAB代码与不同的硬件评估环境相耦合。这允许从软件到硬件的时间关键信号处理任务的逐步交换。逐步交换使得离散算法阶段的精确分析成为可能,从而导致优化的硬件描述。与基于时域的图像生成技术相比,可以观察到计算速度的显著提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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