Brillouin optical time domain analyzer fiber sensor based on FPGA accelerated support vector regression

Huan Wu; Hongda Wang; Chester Shu; Chiu Sing Choy; Chao Lu

Brillouin optical time domain analyzer fiber sensor based on FPGA accelerated support vector regression

Huan Wu, Hongda Wang, Chester Shu, Chiu Sing Choy, 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

Abstract

Support vector regression and its FPGA implementation have been employed in a BOTDA system to extract temperature information. Post-processing of 96,100 BOTDA data points along 38.44-km fiber can be completed within 0.5 seconds.

Original language	English
Title of host publication	Optical Fiber Communication Conference, OFC 2019
Publisher	OSA - The Optical Society
ISBN (Print)	9781943580538
Publication status	Published - Mar 2019
Event	Optical Fiber Communication Conference, OFC 2019 - San Diego, United States Duration: 3 Mar 2019 → 7 Mar 2019

Publication series

Name	Optics InfoBase Conference Papers
Volume	Part F160-OFC 2019

Conference

Conference	Optical Fiber Communication Conference, OFC 2019
Country/Territory	United States
City	San Diego
Period	3/03/19 → 7/03/19

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Mechanics of Materials

Cite this

@inproceedings{21814f3eed2f4060b185d70212e45888,

title = "Brillouin optical time domain analyzer fiber sensor based on FPGA accelerated support vector regression",

abstract = "Support vector regression and its FPGA implementation have been employed in a BOTDA system to extract temperature information. Post-processing of 96,100 BOTDA data points along 38.44-km fiber can be completed within 0.5 seconds.",

author = "Huan Wu and Hongda Wang and Chester Shu and Choy, {Chiu Sing} and Chao Lu",

note = "Funding Information: The work is supported by CUHK Group Research Scheme, RGC GRF CUHK 14204918 and PolyU 152658/16. Publisher Copyright: {\textcopyright} OSA 2019 {\textcopyright} 2019 The Author(s); Optical Fiber Communication Conference, OFC 2019 ; Conference date: 03-03-2019 Through 07-03-2019",

year = "2019",

month = mar,

language = "English",

isbn = "9781943580538",

series = "Optics InfoBase Conference Papers",

publisher = "OSA - The Optical Society",

booktitle = "Optical Fiber Communication Conference, OFC 2019",

address = "United States",

}

Wu, H, Wang, H, Shu, C, Choy, CS & Lu, C 2019, Brillouin optical time domain analyzer fiber sensor based on FPGA accelerated support vector regression. in Optical Fiber Communication Conference, OFC 2019., OFC-2019-Th2A.18, Optics InfoBase Conference Papers, vol. Part F160-OFC 2019, OSA - The Optical Society, Optical Fiber Communication Conference, OFC 2019, San Diego, United States, 3/03/19.

Brillouin optical time domain analyzer fiber sensor based on FPGA accelerated support vector regression. / Wu, Huan; Wang, Hongda; Shu, Chester et al.
Optical Fiber Communication Conference, OFC 2019. OSA - The Optical Society, 2019. OFC-2019-Th2A.18 (Optics InfoBase Conference Papers; Vol. Part F160-OFC 2019).

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

TY - GEN

T1 - Brillouin optical time domain analyzer fiber sensor based on FPGA accelerated support vector regression

AU - Wu, Huan

AU - Wang, Hongda

AU - Shu, Chester

AU - Choy, Chiu Sing

AU - Lu, Chao

PY - 2019/3

Y1 - 2019/3

N2 - Support vector regression and its FPGA implementation have been employed in a BOTDA system to extract temperature information. Post-processing of 96,100 BOTDA data points along 38.44-km fiber can be completed within 0.5 seconds.

AB - Support vector regression and its FPGA implementation have been employed in a BOTDA system to extract temperature information. Post-processing of 96,100 BOTDA data points along 38.44-km fiber can be completed within 0.5 seconds.

UR - http://www.scopus.com/inward/record.url?scp=85085584403&partnerID=8YFLogxK

M3 - Conference article published in proceeding or book

AN - SCOPUS:85085584403

SN - 9781943580538

T3 - Optics InfoBase Conference Papers

BT - Optical Fiber Communication Conference, OFC 2019

PB - OSA - The Optical Society

T2 - Optical Fiber Communication Conference, OFC 2019

Y2 - 3 March 2019 through 7 March 2019

ER -

Brillouin optical time domain analyzer fiber sensor based on FPGA accelerated support vector regression

Abstract

Publication series

Conference

ASJC Scopus subject areas

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