Unsupervised representation learning-based spectrum reconstruction for demodulation of Fabry–Pérot interferometer sensor S Ren, S Chen, H Xu, X Hou, Q Yang, G Wang, C Shen IEEE Sensors Journal 23 (12), 13810-13816, 2023 | 10 | 2023 |
Dual-parameter demodulation of fbg-fpi cascade sensors via sparse samples: A deep learning-based perspective H Xu, S Chen, S Ren, X Hou, G Wang, C Shen IEEE Sensors Journal, 2023 | 7 | 2023 |
A distributed photonic crystal fiber reverse design framework based on multi-source knowledge fusion S Ren, S Chen, J Wang, H Xu, X Hou, M Huang, J Liu, G Wang Optical Fiber Technology 84, 103718, 2024 | 5 | 2024 |
High Resolution Spectrum Reconstruction of Cascaded FBG-FPI Sensor In Resource-constrained Environments H Xu, S Chen, S Ren, X Hou, H Peng, G Wang, Y Zhang IEEE Sensors Journal, 2024 | 1 | 2024 |
Federated learning-based wavelength demodulation system for multi-point distributed multi-peak FBG sensors X Hou, S Ren, K Yu, Y Hu, H Xu, C Xue, S Chen, G Wang Optics Express 32 (23), 41297-41313, 2024 | | 2024 |
Rethink Training: Synthetic Data Powers Efficient Fiber-optics Sensor Demodulation Neural Networks S Ren, S Chen, Y Hu, H Xu, X Hou, Q Yang, G Wang, Y Zhang IEEE Sensors Journal, 2024 | | 2024 |
Neural network-based FBG array sensor demodulation system with sparse data S Ren, S Chen, H Xu, X Hou, G Wang, M Huang 2023 21st International Conference on Optical Communications and Networks …, 2023 | | 2023 |