@ARTICLE{Zienkiewicz_Paweł_A_2024,
 author={Zienkiewicz, Paweł and Karpińska, Katarzyna and Jamroży, Mikołaj and Juszczyk, Bartłomiej and Pochapskyi, Dmytro and Przedpełski, Tomasz and Łukasiewicz, Jerzy and Czortek, Natalia and Brona, Grzegorz},
 volume={vol. 70},
 number={No 2},
 journal={International Journal of Electronics and Telecommunications},
 pages={489-494},
 howpublished={online},
 year={2024},
 publisher={Polish Academy of Sciences Committee of Electronics and Telecommunications},
 abstract={The ever-growing deluge of astronomical data challenges traditional server-based processing, hindering real-time analysis and scientific discovery. This paper proposes a novel approach: edge computing directly on an sCMOS camera using a System-on-Chip (SoC) architecture currently developed at Creotech Instruments. We present a custom-designed camera equipped with an FPGA-based SoC, enabling on-board preprocessing and feature extraction of astronomical images. This significantly reduces data transmission, minimizes latency, and empowers real-time decision-making for critical observations. We showcase the camera's capabilities through real-world scenarios, demonstrating its usability in astronomy.},
 type={Article},
 title={A novel edge computing approach to astronomical image data processing based on sCMOS camera using SoC},
 URL={http://journals.pan.pl/Content/131811/30-4580-Zienkiewicz-sk.pdf},
 doi={10.24425/ijet.2024.149570},
 keywords={sCMOS camer, astronomical camera, Space Surveillance and Tracking (SST), FPGA, edge computing, SoC},
}