Deep Learning Assisted Pressure Sensing Based on Sagnac Interferometry Realiz…
In this paper, a novel deep learning characterization approach is proposed and demonstrated experimentally using a pressure sensor based on a Sagnac interferometer realized by a side-hole fiber. To…
Improved Spectral Interrogation of Tilted Fiber Bragg Grating Refractometer U…
This paper proposes a new approach of demodulating the spectra of tilted fiber Bragg grating (TFBG) based refractive-index (RI) sensor by employing convolutional neural networks (CNN) with residual…
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