Advances of Machine Learning in Brillouin Optical Time Domain Analysis Sensing Systems for Temperature Extraction

Zhilong Li; Weihua Zhang; Yimin Wang; Yufeng Zhang; Bin Luo; Hongna Zhu

doi:10.3788/LOP202158.1306022

Laser & Optoelectronics Progress, Volume. 58, Issue 13, 1306022(2021)

Advances of Machine Learning in Brillouin Optical Time Domain Analysis Sensing Systems for Temperature Extraction

Zhilong Li¹, Weihua Zhang^2、**, Yimin Wang¹, Yufeng Zhang¹, Bin Luo³, and Hongna Zhu^1、*

Author Affiliations

¹School of Physical Science and Technology, Southwest Jiaotong University, Chengdu , Sichuan 610031, China

²College of Meteorology and Ocean, National University of Defense Technology, Changsha , Hunan 410073, China

³School of Information Science and Technology, Southwest Jiaotong University, Chengdu , Sichuan 610031, China

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Zhilong Li, Weihua Zhang, Yimin Wang, Yufeng Zhang, Bin Luo, Hongna Zhu. Advances of Machine Learning in Brillouin Optical Time Domain Analysis Sensing Systems for Temperature Extraction[J]. Laser & Optoelectronics Progress, 2021, 58(13): 1306022

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Paper Information

Category: Fiber Optics and Optical Communications

Received: Jan. 22, 2021

Accepted: Mar. 22, 2021

Published Online: Jul. 5, 2021

The Author Email: Weihua Zhang (whzhang@nudt.edu.cn), Hongna Zhu (hnzhu@swjtu.edu.cn)

DOI:10.3788/LOP202158.1306022

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology