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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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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. |
format | Online Article Text |
id | pubmed-5087459 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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