On the Radiometric Calibration of Optical Hardware-in-the-Loop Stimulators

Optical stimulators are essential for performing validation and verification of spaceborne optical systems, allowing realistic, hardware-in-the-loop testing under controlled conditions. These facilities bridge the domain gap between synthetic image rendering and real mission data, ensuring a close-to-real evaluation of image processing algorithm performance. An open challenge in their use is the reproduction of radiometric-equivalent images that faithfully replicate in-space acquisitions. This work presents a detailed methodology for the radiometric calibration of optical stimulators, enabling the high-fidelity emulation of both resolved and pointwise objects. The proposed methodology is applied to two different testbeds and validated using an industrial camera and a high-technology-readiness-level star tracker. Experimental results demonstrate the accuracy of the proposed framework in reproducing realistic scenes, including detailed hardware-specific optical effects that are often beyond the scope of conventional rendering tools.

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Publication Details

Journal
Journal of Spacecraft and Rockets
Published
2026-04-22
DOI
https://doi.org/10.2514/1.a36543
Primary Topic
Advanced Optical Sensing Technologies
Type
article
Field-Weighted Citation Impact
0.00

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article

On the Radiometric Calibration of Optical Hardware-in-the-Loop Stimulators

Paolo Panicucci, Andrea Pizzetti, Francesco Capolupo, Francesco Topputo et al.
Journal of Spacecraft and Rockets
Advanced Optical Sensing Technologies
article

On the Radiometric Calibration of Optical Hardware-in-the-Loop Stimulators

Paolo Panicucci, Andrea Pizzetti, Francesco Capolupo, Francesco Topputo, Fabio Ornati
article en

Abstract

Optical stimulators are essential for performing validation and verification of spaceborne optical systems, allowing realistic, hardware-in-the-loop testing under controlled conditions. These facilities bridge the domain gap between synthetic image rendering and real mission data, ensuring a close-to-real evaluation of image processing algorithm performance. An open challenge in their use is the reproduction of radiometric-equivalent images that faithfully replicate in-space acquisitions. This work presents a detailed methodology for the radiometric calibration of optical stimulators, enabling the high-fidelity emulation of both resolved and pointwise objects. The proposed methodology is applied to two different testbeds and validated using an industrial camera and a high-technology-readiness-level star tracker. Experimental results demonstrate the accuracy of the proposed framework in reproducing realistic scenes, including detailed hardware-specific optical effects that are often beyond the scope of conventional rendering tools.

Journal of Spacecraft and Rockets
European Space Agency (FR), Politecnico di Milano (IT)
European Space Agency, H2020 European Research Council
Industry, innovation and infrastructure
Openalex Percentile: Top 14%
Advanced Optical Sensing Technologies
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On the Radiometric Calibration of Optical Hardware-in-the-Loop Stimulators — Paolo Panicucci, Andrea Pizzetti, et al. · Journal of Spacecraft and Rockets (2026) | TGRS Research Map | TGRS