Simultaneous temperature and strain measurement using deep neural networks for BOTDA sensing system

Biwei Wang; Liang Wang; Changyuan Yu; Chao Lu

doi:10.1364/OFC.2018.Th2A.66

Simultaneous temperature and strain measurement using deep neural networks for BOTDA sensing system

Biwei Wang, Liang Wang, Changyuan Yu, Chao Lu

The Hong Kong Polytechnic University

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

1 Citation (Scopus)

Abstract

DNN is used for the first time in simultaneous measurement of temperature and strain along a large-effective-area fiber (LEAF) in a BOTDA system with short processing time.

Original language	English
Title of host publication	Optical Fiber Communication Conference, OFC 2018
Publisher	OSA - The Optical Society
Volume	Part F84-OFC 2018
ISBN (Electronic)	9781557528209
DOIs	https://doi.org/10.1364/OFC.2018.Th2A.66
Publication status	Published - 1 Jan 2018
Event	Optical Fiber Communication Conference, OFC 2018 - San Diego, United States Duration: 11 Mar 2017 → 15 Mar 2017

Conference

Conference	Optical Fiber Communication Conference, OFC 2018
Country/Territory	United States
City	San Diego
Period	11/03/17 → 15/03/17

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Mechanics of Materials

More information

10.1364/OFC.2018.Th2A.66

http://hdl.handle.net/10397/106963

Cite this

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title = "Simultaneous temperature and strain measurement using deep neural networks for BOTDA sensing system",

abstract = "DNN is used for the first time in simultaneous measurement of temperature and strain along a large-effective-area fiber (LEAF) in a BOTDA system with short processing time.",

author = "Biwei Wang and Liang Wang and Changyuan Yu and Chao Lu",

year = "2018",

month = jan,

day = "1",

doi = "10.1364/OFC.2018.Th2A.66",

language = "English",

volume = "Part F84-OFC 2018",

booktitle = "Optical Fiber Communication Conference, OFC 2018",

publisher = "OSA - The Optical Society",

note = "Optical Fiber Communication Conference, OFC 2018 ; Conference date: 11-03-2017 Through 15-03-2017",

}

Simultaneous temperature and strain measurement using deep neural networks for BOTDA sensing system. / Wang, Biwei; Wang, Liang; Yu, Changyuan et al.
Optical Fiber Communication Conference, OFC 2018. Vol. Part F84-OFC 2018 OSA - The Optical Society, 2018.

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

TY - GEN

T1 - Simultaneous temperature and strain measurement using deep neural networks for BOTDA sensing system

AU - Wang, Biwei

AU - Wang, Liang

AU - Yu, Changyuan

AU - Lu, Chao

PY - 2018/1/1

Y1 - 2018/1/1

N2 - DNN is used for the first time in simultaneous measurement of temperature and strain along a large-effective-area fiber (LEAF) in a BOTDA system with short processing time.

AB - DNN is used for the first time in simultaneous measurement of temperature and strain along a large-effective-area fiber (LEAF) in a BOTDA system with short processing time.

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U2 - 10.1364/OFC.2018.Th2A.66

DO - 10.1364/OFC.2018.Th2A.66

M3 - Conference article published in proceeding or book

VL - Part F84-OFC 2018

BT - Optical Fiber Communication Conference, OFC 2018

PB - OSA - The Optical Society

T2 - Optical Fiber Communication Conference, OFC 2018

Y2 - 11 March 2017 through 15 March 2017

ER -

Simultaneous temperature and strain measurement using deep neural networks for BOTDA sensing system

Abstract

Conference

ASJC Scopus subject areas

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