FPGA-based hardware/firmware co-design for real-time radiometric correction onboard microsatellite

被引:0
|
作者
Ghelamallah, Youcef [1 ]
Rachedi, Azzeddine [1 ]
机构
[1] Algerian Space Agcy, Satell Dev Ctr, POS 50 Ilot T12 Bir El Djir, Oran 31130, Algeria
关键词
Earth observation microsatellite; CCD sensor; Multispectral imager; Radiometric image correction; FPGA;
D O I
10.1007/s11554-024-01536-3
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Remote sensing images are inevitably produced with radiometric artifacts due to the photo-response non-uniformity of charge-coupled device (CCD) sensors. In situations where time constraints demand the prompt acquisition of imaging products, integrating an onboard radiometric correction system becomes essential. This paper advocates for a hardware-firmware co-design approach to achieve radiometric correction within the payload front-end electronics (FEE), leveraging the capabilities of field programmable gate array circuits (FPGA). The selection of an appropriate CCD sensor and optical device is guided by a thorough payload mission analysis, ensuring compliance with the specifications derived from Alsat-1B, the Algerian microsatellite launched in September 2016. Simulation results demonstrate that the designed FPGA firmware effectively controls the CCD sensor and configures its settings to achieve real-time radiometric correction of the acquired pixels in accordance with the mission requirements. To ensure efficient utilization during imaging operations, a hardware solution for onboard storage and in-orbit update of the radiometric coefficients has been considered for the radiometric correction system.
引用
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页数:11
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