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Fast temperature extraction approach for BOTDA using Generalized Linear Model

Extraction; Photonics; Brillouin frequency shifts; Brillouin optical timedomain analyzer (BOTDA); Conventional methods; Generalized linear model; Measurand; Temperature extraction; Training dataset; Time domain analysis

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Main Authors: Nordin N.D., Abdullah F., Zan M.S.D., Ismail A., Jamaludin M.Z., Bakar A.A.A.
Other Authors: 57217851042
Format: Conference Paper
Published: Institute of Electrical and Electronics Engineers Inc. 2023
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spelling my.uniten.dspace-254962023-05-29T16:10:09Z Fast temperature extraction approach for BOTDA using Generalized Linear Model Nordin N.D. Abdullah F. Zan M.S.D. Ismail A. Jamaludin M.Z. Bakar A.A.A. 57217851042 56613644500 24767242400 36023817800 57216839721 56926940300 Extraction; Photonics; Brillouin frequency shifts; Brillouin optical timedomain analyzer (BOTDA); Conventional methods; Generalized linear model; Measurand; Temperature extraction; Training dataset; Time domain analysis Fast temperature extraction approach for Brillouin optical time domain analyzer (BOTDA) system using Generalized Linear Model (GLM) is demonstrated experimentally. The training dataset for GLM is designed in order to make it feasible for the measurand extraction. The advantage of using this method is that it is fast as compared to conventional method where the determination of Brillouin frequency shift (BFS) and then translating BFS to temperature or strain can be eliminated. The results of temperature distribution along the fiber between the conventional method and GLM shows comparable accuracy. � 2020 IEEE. Final 2023-05-29T08:10:09Z 2023-05-29T08:10:09Z 2020 Conference Paper 10.1109/ICP46580.2020.9206466 2-s2.0-85093915911 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85093915911&doi=10.1109%2fICP46580.2020.9206466&partnerID=40&md5=b977cf0c810e8b58b13bc697fa1788d4 https://irepository.uniten.edu.my/handle/123456789/25496 9206466 13 14 Institute of Electrical and Electronics Engineers Inc. Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Extraction; Photonics; Brillouin frequency shifts; Brillouin optical timedomain analyzer (BOTDA); Conventional methods; Generalized linear model; Measurand; Temperature extraction; Training dataset; Time domain analysis
author2 57217851042
author_facet 57217851042
Nordin N.D.
Abdullah F.
Zan M.S.D.
Ismail A.
Jamaludin M.Z.
Bakar A.A.A.
format Conference Paper
author Nordin N.D.
Abdullah F.
Zan M.S.D.
Ismail A.
Jamaludin M.Z.
Bakar A.A.A.
spellingShingle Nordin N.D.
Abdullah F.
Zan M.S.D.
Ismail A.
Jamaludin M.Z.
Bakar A.A.A.
Fast temperature extraction approach for BOTDA using Generalized Linear Model
author_sort Nordin N.D.
title Fast temperature extraction approach for BOTDA using Generalized Linear Model
title_short Fast temperature extraction approach for BOTDA using Generalized Linear Model
title_full Fast temperature extraction approach for BOTDA using Generalized Linear Model
title_fullStr Fast temperature extraction approach for BOTDA using Generalized Linear Model
title_full_unstemmed Fast temperature extraction approach for BOTDA using Generalized Linear Model
title_sort fast temperature extraction approach for botda using generalized linear model
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2023
_version_ 1806426176598573056
score 13.211869

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