Spatially-Resolved Specklegram Sensing System Based on Ring-Core Fiber and Machine Learning Algorithm

Luyang Zhu; Junwei Zhang; Yinyi Liu; Jie Liu; Siyuan Yu; Siyuan Yu

Asia Communications and Photonics Conference (ACPC) 2019
OSA Technical Digest (Optica Publishing Group, 2019),
paper T2A.4

Spatially-Resolved Specklegram Sensing System Based on Ring-Core Fiber and Machine Learning Algorithm

Luyang Zhu, Junwei Zhang, Yinyi Liu, Jie Liu, and Siyuan Yu

Asia Communications and Photonics Conference 2019

Chengdu China
2–5 November 2019
ISBN: 978-1-943580-70-5

From the session
Optical Fiber Sensors (T2A)

Not Accessible

Your library or personal account may give you access

Get PDF
Email
Share
Get Citation
Copy Citation Text
L. Zhu, J. Zhang, Y. Liu, J. Liu, and S. Yu, "Spatially-Resolved Specklegram Sensing System Based on Ring-Core Fiber and Machine Learning Algorithm," in Asia Communications and Photonics Conference (ACPC) 2019, OSA Technical Digest (Optica Publishing Group, 2019), paper T2A.4.

Export Citation
- BibTex
- Endnote (RIS)
- HTML
- Plain Text
Save article

Abstract

A proof-of-concept experiment demonstrates the feasibility of a spatially-resolved specklegram sensing system based on ring-core fiber. 99.07% classification accuracy among ten different locations within 50-cm fiber can be achieved using convolutional neural network.

PDF Article

More Like This

Ring-Core-Fiber Optimization Assisted by Machine Learning Algorithms

Chumin Shi, Jingkun Ning, Shuqi Mo, Sihao Liang, Yiyang Luo, Zhuofeng Luo, Junwei Zhang, Jie Liu, and Siyuan Yu
M4A.150 Asia Communications and Photonics Conference (ACP) 2019

Specklegram interference fiber sensing

Mauro Lomer, Luis Rodriguez-Cobo, I. Aporta, and Jose Miguel Lopez-Higuera
WT4A.20 Workshop on Specialty Optical Fibers and their Applications (WSOF) 2015

Spatial Coherence of Light Source Based on Ring Core Fibre

Huahui Zhang, Weili Zhang, and Yunjiang Rao
M4A.144 Asia Communications and Photonics Conference (ACP) 2019

Previous Article Next Article