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…
Spectral Demodulation of Fiber Bragg Grating Sensor Based on Deep Convolution…
This paper presents a new method of demodulating the spectrum of fiber Bragg grating (FBG) based sensors by employing deep convolutional neural networks (DCNN). As a proof of demonstration, FBG-bas…
Dynamic Range Enlargement of Distributed Acoustic Sensing Based on Temporal D…
Distributed acoustic sensing is a recently developed technique that has demonstrated its utility in vibration and strain detection. However, for conventional demodulating algorithm, the dynamic ran…
Excellent Thermal Stability of Optical Fiber Grating Inscribed on Thermosetti…
Optical fiber gratings inscribed on polymer fibers are more versatile compare with those in silica fibers due to the diversity of the polymers. However the present polymer fiber gratings have weak …
All-Fiber Two-Dimensional Inclinometer Based on Bragg Gratings Inscribed in a…
We demonstrated an all-fiber 2-D inclinometer based on fiber Bragg gratings with the capability of measuring the azimuthal angle and the inclination angle, simultaneously. The sensor performance is…
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