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.
Authors
- Paolo Panicucci (ORCID: https://orcid.org/0000-0003-3743-6302)
- Andrea Pizzetti (ORCID: https://orcid.org/0000-0003-3661-0751)
- Francesco Capolupo (ORCID: https://orcid.org/0000-0003-2546-5536)
- Francesco Topputo (ORCID: https://orcid.org/0000-0002-5369-6887)
- Fabio Ornati (ORCID: https://orcid.org/0009-0002-7325-7088)
Institutions
- European Space Agency (FR)
- Politecnico di Milano (IT)
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
Funders
- European Space Agency
- H2020 European Research Council