An Optimized FPGA Implementation of SAR Backprojection Autofocus
Konferenz: EUSAR 2024 - 15th European Conference on Synthetic Aperture Radar
23.04.2024-26.04.2024 in Munich, Germany
Tagungsband: EUSAR 2024
Seiten: 6Sprache: EnglischTyp: PDF
Autoren:
Rother, Niklas; Fahnemann, Christian; Blume, Holger
Inhalt:
Synthetic Aperture Radar on board of small UAVs (“drones”) could enable a new field of applications. Due to their unstable flight path, autofocus processing is often required to generate usable images in this context. To enable real-time on-board processing high performance and energy-efficient hardware is required. This paper reports on an FPGA implementation of the Backprojection Autofocus algorithm using a specialized numeric optimization method called Parallel Autofocus Optimization. The hardware design is analyzed for throughput and power consumption. Results show that autofocus processing requires 36.5× the time and 24.7× the energy on our implementation, compared to Backprojection processing alone.