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Design and Evaluation of a Scalable and Reconfigurable Multi-Platform System for Acoustic Imaging

This paper proposes a scalable and multi-platform framework for signal acquisition and processing, which allows for the generation of acoustic images using planar arrays of MEMS (Micro-Electro-Mechanical Systems) microphones with low development and deployment costs. Acoustic characterization of MEM...

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Detalles Bibliográficos
Autores principales: Izquierdo, Alberto, Villacorta, Juan José, del Val Puente, Lara, Suárez, Luis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5087459/
https://www.ncbi.nlm.nih.gov/pubmed/27727174
http://dx.doi.org/10.3390/s16101671
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author Izquierdo, Alberto
Villacorta, Juan José
del Val Puente, Lara
Suárez, Luis
author_facet Izquierdo, Alberto
Villacorta, Juan José
del Val Puente, Lara
Suárez, Luis
author_sort Izquierdo, Alberto
collection PubMed
description This paper proposes a scalable and multi-platform framework for signal acquisition and processing, which allows for the generation of acoustic images using planar arrays of MEMS (Micro-Electro-Mechanical Systems) microphones with low development and deployment costs. Acoustic characterization of MEMS sensors was performed, and the beam pattern of a module, based on an 8 × 8 planar array and of several clusters of modules, was obtained. A flexible framework, formed by an FPGA, an embedded processor, a computer desktop, and a graphic processing unit, was defined. The processing times of the algorithms used to obtain the acoustic images, including signal processing and wideband beamforming via FFT, were evaluated in each subsystem of the framework. Based on this analysis, three frameworks are proposed, defined by the specific subsystems used and the algorithms shared. Finally, a set of acoustic images obtained from sound reflected from a person are presented as a case study in the field of biometric identification. These results reveal the feasibility of the proposed system.
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spelling pubmed-50874592016-11-07 Design and Evaluation of a Scalable and Reconfigurable Multi-Platform System for Acoustic Imaging Izquierdo, Alberto Villacorta, Juan José del Val Puente, Lara Suárez, Luis Sensors (Basel) Article This paper proposes a scalable and multi-platform framework for signal acquisition and processing, which allows for the generation of acoustic images using planar arrays of MEMS (Micro-Electro-Mechanical Systems) microphones with low development and deployment costs. Acoustic characterization of MEMS sensors was performed, and the beam pattern of a module, based on an 8 × 8 planar array and of several clusters of modules, was obtained. A flexible framework, formed by an FPGA, an embedded processor, a computer desktop, and a graphic processing unit, was defined. The processing times of the algorithms used to obtain the acoustic images, including signal processing and wideband beamforming via FFT, were evaluated in each subsystem of the framework. Based on this analysis, three frameworks are proposed, defined by the specific subsystems used and the algorithms shared. Finally, a set of acoustic images obtained from sound reflected from a person are presented as a case study in the field of biometric identification. These results reveal the feasibility of the proposed system. MDPI 2016-10-11 /pmc/articles/PMC5087459/ /pubmed/27727174 http://dx.doi.org/10.3390/s16101671 Text en © 2016 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
Izquierdo, Alberto
Villacorta, Juan José
del Val Puente, Lara
Suárez, Luis
Design and Evaluation of a Scalable and Reconfigurable Multi-Platform System for Acoustic Imaging
title Design and Evaluation of a Scalable and Reconfigurable Multi-Platform System for Acoustic Imaging
title_full Design and Evaluation of a Scalable and Reconfigurable Multi-Platform System for Acoustic Imaging
title_fullStr Design and Evaluation of a Scalable and Reconfigurable Multi-Platform System for Acoustic Imaging
title_full_unstemmed Design and Evaluation of a Scalable and Reconfigurable Multi-Platform System for Acoustic Imaging
title_short Design and Evaluation of a Scalable and Reconfigurable Multi-Platform System for Acoustic Imaging
title_sort design and evaluation of a scalable and reconfigurable multi-platform system for acoustic imaging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5087459/
https://www.ncbi.nlm.nih.gov/pubmed/27727174
http://dx.doi.org/10.3390/s16101671
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