Processing differential Brillouin gain spectrum by support vector machine in DPP-BOTDA

Huan Wu; Liang Wang; Zhiyong Zhao; Nan Guo; Chester Shu; Chao Lu

Processing differential Brillouin gain spectrum by support vector machine in DPP-BOTDA

Huan Wu, Liang Wang, Zhiyong Zhao, Nan Guo, Chester Shu, 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

SVM has been applied to successfully extract temperature from differential BGSs in DPP-BOTDA of different spatial resolution. Compared with LCF, SVM has better performance under high spatial resolution and low SNR with shorter processing time.

Original language	English
Title of host publication	Conference on Lasers and Electro-Optics/Pacific Rim, CLEOPR 2018
Publisher	OSA - The Optical Society
ISBN (Print)	9781943580453
Publication status	Published - 29 Jul 2018
Event	Conference on Lasers and Electro-Optics/Pacific Rim, CLEOPR 2018 - Hong Kong, China Duration: 29 Jul 2018 → 3 Aug 2018

Publication series

Name	Optics InfoBase Conference Papers
Volume	Part F113-CLEOPR 2018

Conference

Conference	Conference on Lasers and Electro-Optics/Pacific Rim, CLEOPR 2018
Country/Territory	China
City	Hong Kong
Period	29/07/18 → 3/08/18

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Mechanics of Materials

More information

http://hdl.handle.net/10397/106943

Cite this

@inproceedings{4a1840f6c92445029b280d19e4e20941,

title = "Processing differential Brillouin gain spectrum by support vector machine in DPP-BOTDA",

abstract = "SVM has been applied to successfully extract temperature from differential BGSs in DPP-BOTDA of different spatial resolution. Compared with LCF, SVM has better performance under high spatial resolution and low SNR with shorter processing time.",

author = "Huan Wu and Liang Wang and Zhiyong Zhao and Nan Guo and Chester Shu and Chao Lu",

year = "2018",

month = jul,

day = "29",

language = "English",

isbn = "9781943580453",

series = "Optics InfoBase Conference Papers",

publisher = "OSA - The Optical Society",

booktitle = "Conference on Lasers and Electro-Optics/Pacific Rim, CLEOPR 2018",

note = "Conference on Lasers and Electro-Optics/Pacific Rim, CLEOPR 2018 ; Conference date: 29-07-2018 Through 03-08-2018",

}

Wu, H, Wang, L, Zhao, Z, Guo, N, Shu, C & Lu, C 2018, Processing differential Brillouin gain spectrum by support vector machine in DPP-BOTDA. in Conference on Lasers and Electro-Optics/Pacific Rim, CLEOPR 2018., 8699756, Optics InfoBase Conference Papers, vol. Part F113-CLEOPR 2018, OSA - The Optical Society, Conference on Lasers and Electro-Optics/Pacific Rim, CLEOPR 2018, Hong Kong, China, 29/07/18. <http://hdl.handle.net/10397/106943>

Processing differential Brillouin gain spectrum by support vector machine in DPP-BOTDA. / Wu, Huan; Wang, Liang; Zhao, Zhiyong et al.
Conference on Lasers and Electro-Optics/Pacific Rim, CLEOPR 2018. OSA - The Optical Society, 2018. 8699756 (Optics InfoBase Conference Papers; Vol. Part F113-CLEOPR 2018).

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

TY - GEN

T1 - Processing differential Brillouin gain spectrum by support vector machine in DPP-BOTDA

AU - Wu, Huan

AU - Wang, Liang

AU - Zhao, Zhiyong

AU - Guo, Nan

AU - Shu, Chester

AU - Lu, Chao

PY - 2018/7/29

Y1 - 2018/7/29

N2 - SVM has been applied to successfully extract temperature from differential BGSs in DPP-BOTDA of different spatial resolution. Compared with LCF, SVM has better performance under high spatial resolution and low SNR with shorter processing time.

AB - SVM has been applied to successfully extract temperature from differential BGSs in DPP-BOTDA of different spatial resolution. Compared with LCF, SVM has better performance under high spatial resolution and low SNR with shorter processing time.

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M3 - Conference article published in proceeding or book

AN - SCOPUS:85059386250

SN - 9781943580453

T3 - Optics InfoBase Conference Papers

BT - Conference on Lasers and Electro-Optics/Pacific Rim, CLEOPR 2018

PB - OSA - The Optical Society

T2 - Conference on Lasers and Electro-Optics/Pacific Rim, CLEOPR 2018

Y2 - 29 July 2018 through 3 August 2018

ER -

Processing differential Brillouin gain spectrum by support vector machine in DPP-BOTDA

Abstract

Publication series

Conference

ASJC Scopus subject areas

More information

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