A compressed sensing approach to fibre bragg interrogation

Srikanth Sugavanam; Adenowo A. Gbadebo; Morteza Kamalian-Kopae; Angshul Majumdar

doi:10.1109/CLEOE-EQEC.2019.8871432

A compressed sensing approach to fibre bragg interrogation

Srikanth Sugavanam, Adenowo A. Gbadebo, Morteza Kamalian-Kopae, Angshul Majumdar

Research output: Chapter in Book/Published conference output › Conference publication

Abstract

State of the art fibre optic sensors based on fibre Bragg gratings (FBGs) are robust sensing platforms widely used in real-world applications [1]. Interrogation of such FBGs are typically facilitated using broadband sources in combination with linear detector arrays, or swept-wavelength sources. Here, for the first time to the best of our knowledge, we demonstrate a compressed sensing approach to FBG sensor interrogation. Optical source and detector complexity are reduced by employing a broadband ASE source and a single-pixel detector respectively. Reconstruction is aided by convex optimisation, which provides the sampling compression, offering a modality to increase sensor readout rates in the process.

Original language	English
Title of host publication	2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019
Publisher	IEEE
ISBN (Electronic)	9781728104690
DOIs	https://doi.org/10.1109/CLEOE-EQEC.2019.8871432
Publication status	Published - 17 Oct 2019
Event	2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019 - Munich, Germany Duration: 23 Jun 2019 → 27 Jun 2019

Conference

Conference	2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019
Country/Territory	Germany
City	Munich
Period	23/06/19 → 27/06/19

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10.1109/CLEOE-EQEC.2019.8871432

Cite this

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title = "A compressed sensing approach to fibre bragg interrogation",

abstract = "State of the art fibre optic sensors based on fibre Bragg gratings (FBGs) are robust sensing platforms widely used in real-world applications [1]. Interrogation of such FBGs are typically facilitated using broadband sources in combination with linear detector arrays, or swept-wavelength sources. Here, for the first time to the best of our knowledge, we demonstrate a compressed sensing approach to FBG sensor interrogation. Optical source and detector complexity are reduced by employing a broadband ASE source and a single-pixel detector respectively. Reconstruction is aided by convex optimisation, which provides the sampling compression, offering a modality to increase sensor readout rates in the process.",

author = "Srikanth Sugavanam and Gbadebo, {Adenowo A.} and Morteza Kamalian-Kopae and Angshul Majumdar",

year = "2019",

month = oct,

day = "17",

doi = "10.1109/CLEOE-EQEC.2019.8871432",

language = "English",

booktitle = "2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019",

publisher = "IEEE",

address = "United States",

note = "2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019 ; Conference date: 23-06-2019 Through 27-06-2019",

}

Sugavanam, S, Gbadebo, AA, Kamalian-Kopae, M & Majumdar, A 2019, A compressed sensing approach to fibre bragg interrogation. in 2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019., 8871432, IEEE, 2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019, Munich, Germany, 23/06/19. https://doi.org/10.1109/CLEOE-EQEC.2019.8871432

TY - GEN

T1 - A compressed sensing approach to fibre bragg interrogation

AU - Sugavanam, Srikanth

AU - Gbadebo, Adenowo A.

AU - Kamalian-Kopae, Morteza

AU - Majumdar, Angshul

PY - 2019/10/17

Y1 - 2019/10/17

N2 - State of the art fibre optic sensors based on fibre Bragg gratings (FBGs) are robust sensing platforms widely used in real-world applications [1]. Interrogation of such FBGs are typically facilitated using broadband sources in combination with linear detector arrays, or swept-wavelength sources. Here, for the first time to the best of our knowledge, we demonstrate a compressed sensing approach to FBG sensor interrogation. Optical source and detector complexity are reduced by employing a broadband ASE source and a single-pixel detector respectively. Reconstruction is aided by convex optimisation, which provides the sampling compression, offering a modality to increase sensor readout rates in the process.

AB - State of the art fibre optic sensors based on fibre Bragg gratings (FBGs) are robust sensing platforms widely used in real-world applications [1]. Interrogation of such FBGs are typically facilitated using broadband sources in combination with linear detector arrays, or swept-wavelength sources. Here, for the first time to the best of our knowledge, we demonstrate a compressed sensing approach to FBG sensor interrogation. Optical source and detector complexity are reduced by employing a broadband ASE source and a single-pixel detector respectively. Reconstruction is aided by convex optimisation, which provides the sampling compression, offering a modality to increase sensor readout rates in the process.

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UR - https://ieeexplore.ieee.org/document/8871432

U2 - 10.1109/CLEOE-EQEC.2019.8871432

DO - 10.1109/CLEOE-EQEC.2019.8871432

M3 - Conference publication

BT - 2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019

PB - IEEE

T2 - 2019 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2019

Y2 - 23 June 2019 through 27 June 2019

ER -

A compressed sensing approach to fibre bragg interrogation

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