Support vector machine for temperature extraction from brillouin phase spectrum

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

doi:10.1364/ACPC.2017.S4A.4

Support vector machine for temperature extraction from brillouin phase spectrum

Huan Wu, Liang Wang, 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

We propose and demonstrate for the first time the use of Support Vector Machine (SVM) to extract temperature information from distributed Brillouin phase spectrum. The performance of SVM is evaluated under different experiment conditions.

Original language	English
Title of host publication	Asia Communications and Photonics Conference, ACP 2017
Publisher	OSA - The Optical Society
Volume	2017-August
ISBN (Electronic)	9781943580347
DOIs	https://doi.org/10.1364/ACPC.2017.S4A.4
Publication status	Published - 9 Aug 2017
Event	2017 Asia Communications and Photonics Conference, ACP 2017 - The Garden Hotel, Guangzhou, Guangdong, China Duration: 10 Nov 2017 → 13 Nov 2017

Conference

Conference	2017 Asia Communications and Photonics Conference, ACP 2017
Country/Territory	China
City	Guangzhou, Guangdong
Period	10/11/17 → 13/11/17

ASJC Scopus subject areas

Computer Networks and Communications
Electrical and Electronic Engineering

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10.1364/ACPC.2017.S4A.4

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@inproceedings{fa67c4308322459b99051272fda9e42c,

title = "Support vector machine for temperature extraction from brillouin phase spectrum",

abstract = "We propose and demonstrate for the first time the use of Support Vector Machine (SVM) to extract temperature information from distributed Brillouin phase spectrum. The performance of SVM is evaluated under different experiment conditions.",

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

year = "2017",

month = aug,

day = "9",

doi = "10.1364/ACPC.2017.S4A.4",

language = "English",

volume = "2017-August",

booktitle = "Asia Communications and Photonics Conference, ACP 2017",

publisher = "OSA - The Optical Society",

note = "2017 Asia Communications and Photonics Conference, ACP 2017 ; Conference date: 10-11-2017 Through 13-11-2017",

}

Wu, H, Wang, L, Guo, N, Shu, C & Lu, C 2017, Support vector machine for temperature extraction from brillouin phase spectrum. in Asia Communications and Photonics Conference, ACP 2017. vol. 2017-August, S4A.4, OSA - The Optical Society, 2017 Asia Communications and Photonics Conference, ACP 2017, Guangzhou, Guangdong, China, 10/11/17. https://doi.org/10.1364/ACPC.2017.S4A.4

Support vector machine for temperature extraction from brillouin phase spectrum. / Wu, Huan; Wang, Liang; Guo, Nan et al.
Asia Communications and Photonics Conference, ACP 2017. Vol. 2017-August OSA - The Optical Society, 2017. S4A.4.

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

TY - GEN

T1 - Support vector machine for temperature extraction from brillouin phase spectrum

AU - Wu, Huan

AU - Wang, Liang

AU - Guo, Nan

AU - Shu, Chester

AU - Lu, Chao

PY - 2017/8/9

Y1 - 2017/8/9

N2 - We propose and demonstrate for the first time the use of Support Vector Machine (SVM) to extract temperature information from distributed Brillouin phase spectrum. The performance of SVM is evaluated under different experiment conditions.

AB - We propose and demonstrate for the first time the use of Support Vector Machine (SVM) to extract temperature information from distributed Brillouin phase spectrum. The performance of SVM is evaluated under different experiment conditions.

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U2 - 10.1364/ACPC.2017.S4A.4

DO - 10.1364/ACPC.2017.S4A.4

M3 - Conference article published in proceeding or book

VL - 2017-August

BT - Asia Communications and Photonics Conference, ACP 2017

PB - OSA - The Optical Society

T2 - 2017 Asia Communications and Photonics Conference, ACP 2017

Y2 - 10 November 2017 through 13 November 2017

ER -

Support vector machine for temperature extraction from brillouin phase spectrum

Abstract

Conference

ASJC Scopus subject areas

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