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Signal Amplification Gains of Compressive Sampling for Photocurrent Response Mapping of Optoelectronic Devices

Spatial characterisation methods for photodetectors and other optoelectronic devices are necessary for determining local performance, as well as detecting local defects and the non-uniformities of devices. Light beam induced current measurements provide local performance information about devices at...

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Detalles Bibliográficos
Autores principales: Koutsourakis, George, Blakesley, James C., Castro, Fernando A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6650843/
https://www.ncbi.nlm.nih.gov/pubmed/31261641
http://dx.doi.org/10.3390/s19132870
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author Koutsourakis, George
Blakesley, James C.
Castro, Fernando A.
author_facet Koutsourakis, George
Blakesley, James C.
Castro, Fernando A.
author_sort Koutsourakis, George
collection PubMed
description Spatial characterisation methods for photodetectors and other optoelectronic devices are necessary for determining local performance, as well as detecting local defects and the non-uniformities of devices. Light beam induced current measurements provide local performance information about devices at their actual operating conditions. Compressed sensing current mapping offers additional specific advantages, such as high speed without the use of complicated experimental layouts or lock-in amplifiers. In this work, the signal amplification advantages of compressed sensing current mapping are presented. It is demonstrated that the sparsity of the patterns used for compressive sampling can be controlled to achieve significant signal amplification of at least two orders of magnitude, while maintaining or increasing the accuracy of measurements. Accurate measurements can be acquired even when a point-by-point scan yields high noise levels, which distort the accuracy of measurements. Pixel-by-pixel comparisons of photocurrent maps are realised using different sensing matrices and reconstruction algorithms for different samples. The results additionally demonstrate that such an optical system would be ideal for investigating compressed sensing procedures for other optical measurement applications, where experimental noise is included.
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spelling pubmed-66508432019-08-07 Signal Amplification Gains of Compressive Sampling for Photocurrent Response Mapping of Optoelectronic Devices Koutsourakis, George Blakesley, James C. Castro, Fernando A. Sensors (Basel) Article Spatial characterisation methods for photodetectors and other optoelectronic devices are necessary for determining local performance, as well as detecting local defects and the non-uniformities of devices. Light beam induced current measurements provide local performance information about devices at their actual operating conditions. Compressed sensing current mapping offers additional specific advantages, such as high speed without the use of complicated experimental layouts or lock-in amplifiers. In this work, the signal amplification advantages of compressed sensing current mapping are presented. It is demonstrated that the sparsity of the patterns used for compressive sampling can be controlled to achieve significant signal amplification of at least two orders of magnitude, while maintaining or increasing the accuracy of measurements. Accurate measurements can be acquired even when a point-by-point scan yields high noise levels, which distort the accuracy of measurements. Pixel-by-pixel comparisons of photocurrent maps are realised using different sensing matrices and reconstruction algorithms for different samples. The results additionally demonstrate that such an optical system would be ideal for investigating compressed sensing procedures for other optical measurement applications, where experimental noise is included. MDPI 2019-06-28 /pmc/articles/PMC6650843/ /pubmed/31261641 http://dx.doi.org/10.3390/s19132870 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Koutsourakis, George
Blakesley, James C.
Castro, Fernando A.
Signal Amplification Gains of Compressive Sampling for Photocurrent Response Mapping of Optoelectronic Devices
title Signal Amplification Gains of Compressive Sampling for Photocurrent Response Mapping of Optoelectronic Devices
title_full Signal Amplification Gains of Compressive Sampling for Photocurrent Response Mapping of Optoelectronic Devices
title_fullStr Signal Amplification Gains of Compressive Sampling for Photocurrent Response Mapping of Optoelectronic Devices
title_full_unstemmed Signal Amplification Gains of Compressive Sampling for Photocurrent Response Mapping of Optoelectronic Devices
title_short Signal Amplification Gains of Compressive Sampling for Photocurrent Response Mapping of Optoelectronic Devices
title_sort signal amplification gains of compressive sampling for photocurrent response mapping of optoelectronic devices
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6650843/
https://www.ncbi.nlm.nih.gov/pubmed/31261641
http://dx.doi.org/10.3390/s19132870
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