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Low Complexity System on Chip Design to Acquire Signals from MOS Gas Sensor Applications
Analog signals from gas sensors are used to recognize all types of VOC (Volatile Organic Compound) substances, such as toxic gases, tobacco or ethanol. The processes to recognize these substances include acquisition, treatment and machine learning for classification, which can all be efficiently imp...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512171/ https://www.ncbi.nlm.nih.gov/pubmed/34640865 http://dx.doi.org/10.3390/s21196552 |
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author | Talens, Juan B. Pelegri-Sebastia, Jose Canet, Maria Jose |
author_facet | Talens, Juan B. Pelegri-Sebastia, Jose Canet, Maria Jose |
author_sort | Talens, Juan B. |
collection | PubMed |
description | Analog signals from gas sensors are used to recognize all types of VOC (Volatile Organic Compound) substances, such as toxic gases, tobacco or ethanol. The processes to recognize these substances include acquisition, treatment and machine learning for classification, which can all be efficiently implemented on a Field Programmable Gate Array (FPGA) aided by Low-Voltage Differential Signaling (LVDS). This article proposes a low-cost 11-bit effective number of bits (ENOB) sigma-delta Analog to Digital Converter (ADC), with an SNR of 75.97 dB and an SFDR of 72.28 dB, whose output is presented on screen in real time, thanks to the use of a Linux System on Chip (SoC) system that enables parallelism, high-level programming and provides a working environment for the scientific treatment of gas sensor signals. The high frequency achieved by the implemented ADC allows for multiplexing the capture of several analog signals with an optimal resolution. Additionally, several ADCs can be implemented in the same FPGA so several analog signals can be digitalized in parallel. |
format | Online Article Text |
id | pubmed-8512171 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85121712021-10-14 Low Complexity System on Chip Design to Acquire Signals from MOS Gas Sensor Applications Talens, Juan B. Pelegri-Sebastia, Jose Canet, Maria Jose Sensors (Basel) Article Analog signals from gas sensors are used to recognize all types of VOC (Volatile Organic Compound) substances, such as toxic gases, tobacco or ethanol. The processes to recognize these substances include acquisition, treatment and machine learning for classification, which can all be efficiently implemented on a Field Programmable Gate Array (FPGA) aided by Low-Voltage Differential Signaling (LVDS). This article proposes a low-cost 11-bit effective number of bits (ENOB) sigma-delta Analog to Digital Converter (ADC), with an SNR of 75.97 dB and an SFDR of 72.28 dB, whose output is presented on screen in real time, thanks to the use of a Linux System on Chip (SoC) system that enables parallelism, high-level programming and provides a working environment for the scientific treatment of gas sensor signals. The high frequency achieved by the implemented ADC allows for multiplexing the capture of several analog signals with an optimal resolution. Additionally, several ADCs can be implemented in the same FPGA so several analog signals can be digitalized in parallel. MDPI 2021-09-30 /pmc/articles/PMC8512171/ /pubmed/34640865 http://dx.doi.org/10.3390/s21196552 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Talens, Juan B. Pelegri-Sebastia, Jose Canet, Maria Jose Low Complexity System on Chip Design to Acquire Signals from MOS Gas Sensor Applications |
title | Low Complexity System on Chip Design to Acquire Signals from MOS Gas Sensor Applications |
title_full | Low Complexity System on Chip Design to Acquire Signals from MOS Gas Sensor Applications |
title_fullStr | Low Complexity System on Chip Design to Acquire Signals from MOS Gas Sensor Applications |
title_full_unstemmed | Low Complexity System on Chip Design to Acquire Signals from MOS Gas Sensor Applications |
title_short | Low Complexity System on Chip Design to Acquire Signals from MOS Gas Sensor Applications |
title_sort | low complexity system on chip design to acquire signals from mos gas sensor applications |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512171/ https://www.ncbi.nlm.nih.gov/pubmed/34640865 http://dx.doi.org/10.3390/s21196552 |
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