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Narrowband Array Processing Beamforming Technique for Electrical Impedance Tomography

Electrical impedance tomography (EIT) has a large potential as a two dimensional imaging technique and is gaining attention among researchers across various fields of engineering. Beamforming techniques stem from the array signal processing field and is used for spatial filtering of array data to ev...

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Autores principales: Chitturi, Venkatratnam, Farrukh, Nagi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Sciendo 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7851972/
https://www.ncbi.nlm.nih.gov/pubmed/33584889
http://dx.doi.org/10.2478/joeb-2019-0014
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author Chitturi, Venkatratnam
Farrukh, Nagi
author_facet Chitturi, Venkatratnam
Farrukh, Nagi
author_sort Chitturi, Venkatratnam
collection PubMed
description Electrical impedance tomography (EIT) has a large potential as a two dimensional imaging technique and is gaining attention among researchers across various fields of engineering. Beamforming techniques stem from the array signal processing field and is used for spatial filtering of array data to evaluate the location of objects. In this work the circular electrodes are treated as an array of sensors and beamforming technique is used to localize the object(s) in an electrical field. The conductivity distributions within a test tank is obtained by an EIT system in terms of electrode voltages. These voltages are then interpolated using elliptic partial differential equations. Finally, a narrowband beamformer detects the peak in the output response signal to localize the test object(s). Test results show that the beamforming technique can be used as a secondary method that may provide complementary information about accurate position of the test object(s) using an eight electrode EIT system. This method could possibly open new avenues for spatial EIT data filtering techniques with an understanding that the inverse problem is more likely considered here as a source localization algorithm instead as an image reconstruction algorithm.
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spelling pubmed-78519722021-02-11 Narrowband Array Processing Beamforming Technique for Electrical Impedance Tomography Chitturi, Venkatratnam Farrukh, Nagi J Electr Bioimpedance Research Articles Electrical impedance tomography (EIT) has a large potential as a two dimensional imaging technique and is gaining attention among researchers across various fields of engineering. Beamforming techniques stem from the array signal processing field and is used for spatial filtering of array data to evaluate the location of objects. In this work the circular electrodes are treated as an array of sensors and beamforming technique is used to localize the object(s) in an electrical field. The conductivity distributions within a test tank is obtained by an EIT system in terms of electrode voltages. These voltages are then interpolated using elliptic partial differential equations. Finally, a narrowband beamformer detects the peak in the output response signal to localize the test object(s). Test results show that the beamforming technique can be used as a secondary method that may provide complementary information about accurate position of the test object(s) using an eight electrode EIT system. This method could possibly open new avenues for spatial EIT data filtering techniques with an understanding that the inverse problem is more likely considered here as a source localization algorithm instead as an image reconstruction algorithm. Sciendo 2019-12-31 /pmc/articles/PMC7851972/ /pubmed/33584889 http://dx.doi.org/10.2478/joeb-2019-0014 Text en © 2019 Venkatratnam Chitturi et al., published by Sciendo http://creativecommons.org/licenses/by-nc-nd/3.0 This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.
spellingShingle Research Articles
Chitturi, Venkatratnam
Farrukh, Nagi
Narrowband Array Processing Beamforming Technique for Electrical Impedance Tomography
title Narrowband Array Processing Beamforming Technique for Electrical Impedance Tomography
title_full Narrowband Array Processing Beamforming Technique for Electrical Impedance Tomography
title_fullStr Narrowband Array Processing Beamforming Technique for Electrical Impedance Tomography
title_full_unstemmed Narrowband Array Processing Beamforming Technique for Electrical Impedance Tomography
title_short Narrowband Array Processing Beamforming Technique for Electrical Impedance Tomography
title_sort narrowband array processing beamforming technique for electrical impedance tomography
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7851972/
https://www.ncbi.nlm.nih.gov/pubmed/33584889
http://dx.doi.org/10.2478/joeb-2019-0014
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