Development and potential of real-time FPGA frequency-based SAR image processing for short-range FMCW applications
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-...
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Format: | Tagungsbericht |
Sprache: | eng |
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Zusammenfassung: | 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. |
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ISSN: | 1097-5764 2640-7736 |
DOI: | 10.1109/RADAR.2013.6651968 |