Name | DL | Torrents | Total Size |
for_data_repository (3 files)
loading_splitting_Data.ipynb | 6.02kB |
Coordinates.csv | 93.30MB |
Spectrum.csv | 109.23MB |
Type: Dataset
Tags: Supervised deep learning, shape sensing, bending birefringence, bending loss, eccentric FBG, fiber sensor, curvature sensing
Bibtex:
Tags: Supervised deep learning, shape sensing, bending birefringence, bending loss, eccentric FBG, fiber sensor, curvature sensing
Bibtex:
@article{, title= {Shape Sensing of Optical Fiber Bragg Gratings Based on Deep Learning}, journal= {Machine Learning: Science and Technology}, author= {Manavi Roodsari, Samaneh and Huck-Horvath, Antal and Freund, Sara and Zam, Azhar and Rauter, Georg and Schade, Wolfgang and Cattin, Philippe C}, year= {2023}, url= {http://iopscience.iop.org/article/10.1088/2632-2153/acda10}, abstract= {The raw data used to train the designed deep learning model for shape prediction using eFBG fiber sensor. The Jupyter notebook used for loading and splitting the data is also included. Alternative download link: https://zenodo.org/records/13268037}, keywords= {Supervised deep learning, shape sensing, bending birefringence, bending loss, eccentric FBG, fiber sensor, curvature sensing}, terms= {}, license= {}, superseded= {} }