MMF-MCF spatiotemporal mapping with residual MLP network achieves 0.25 pm wavelength MAE and 0.2015 polarization resolution while tolerating single-core failures.
Deep learning based optical curvature sensor through specklegram detection of multimode fiber,
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High-Speed Multi-Dimensional Optical Field Measurement via MMF-MCF Spatial-Temporal Mapping Architecture
MMF-MCF spatiotemporal mapping with residual MLP network achieves 0.25 pm wavelength MAE and 0.2015 polarization resolution while tolerating single-core failures.