Rapid Calibration of High-Performance Wavelength Selective Switches Based on the Few-Shot Transfer Learning
This paper demonstrated that a few-shot transfer learning method can achieve <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$>25 \text{dB}$</tex> worstcase port isolation levels across all the switching scenarios with a 88% reduction in experimental calibration workload for a <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$41 \times 17$</tex> WSS.
Authors
- Haining Yang (ORCID: https://orcid.org/0000-0002-1826-6515)
- Jiewen Nie
- Haoyu Wei (ORCID: https://orcid.org/0009-0009-3923-9557)
Institutions
- Southeast University (BD)
- Southeast University (CN)
Publication Details
- Published
- 2025-06-29
- DOI
- https://doi.org/10.23919/oecc/psc62146.2025.11109228
- Primary Topic
- Advanced Optical Sensing Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00