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Accurate Indoor Sound Level Measurement on a Low-Power and Low-Cost Wireless Sensor Node

Wireless sensor networks can provide a cheap and flexible infrastructure to support the measurement of noise pollution. However, the processing of the gathered data is challenging to implement on resource-constrained nodes, because each node has its own limited power supply, low-performance and low-...

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Autores principales: Risojević, Vladimir, Rozman, Robert, Pilipović, Ratko, Češnovar, Rok, Bulić, Patricio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6068900/
https://www.ncbi.nlm.nih.gov/pubmed/30029558
http://dx.doi.org/10.3390/s18072351
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author Risojević, Vladimir
Rozman, Robert
Pilipović, Ratko
Češnovar, Rok
Bulić, Patricio
author_facet Risojević, Vladimir
Rozman, Robert
Pilipović, Ratko
Češnovar, Rok
Bulić, Patricio
author_sort Risojević, Vladimir
collection PubMed
description Wireless sensor networks can provide a cheap and flexible infrastructure to support the measurement of noise pollution. However, the processing of the gathered data is challenging to implement on resource-constrained nodes, because each node has its own limited power supply, low-performance and low-power micro-controller unit and other limited processing resources, as well as limited amount of memory. We propose a sensor node for monitoring of indoor ambient noise. The sensor node is based on a hardware platform with limited computational resources and utilizes several simplifications to approximate more complex and costly signal processing stage. Furthermore, to reduce the communication between the sensor node and a sink node, as well as the power consumed by the IEEE 802.15.4 (ZigBee) transceiver, we perform digital A-weighting filtering and non-calibrated calculation of the sound pressure level on the node. According to experimental results, the proposed sound level meter can accurately measure the noise levels of up to 100 dB, with the mean difference of less than 2 dB compared to Class 1 sound level meter. The proposed device can continuously monitor indoor noise for several days. Despite the limitations of the used hardware platform, the presented node is a promising low-cost and low-power solution for indoor ambient noise monitoring.
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spelling pubmed-60689002018-08-07 Accurate Indoor Sound Level Measurement on a Low-Power and Low-Cost Wireless Sensor Node Risojević, Vladimir Rozman, Robert Pilipović, Ratko Češnovar, Rok Bulić, Patricio Sensors (Basel) Article Wireless sensor networks can provide a cheap and flexible infrastructure to support the measurement of noise pollution. However, the processing of the gathered data is challenging to implement on resource-constrained nodes, because each node has its own limited power supply, low-performance and low-power micro-controller unit and other limited processing resources, as well as limited amount of memory. We propose a sensor node for monitoring of indoor ambient noise. The sensor node is based on a hardware platform with limited computational resources and utilizes several simplifications to approximate more complex and costly signal processing stage. Furthermore, to reduce the communication between the sensor node and a sink node, as well as the power consumed by the IEEE 802.15.4 (ZigBee) transceiver, we perform digital A-weighting filtering and non-calibrated calculation of the sound pressure level on the node. According to experimental results, the proposed sound level meter can accurately measure the noise levels of up to 100 dB, with the mean difference of less than 2 dB compared to Class 1 sound level meter. The proposed device can continuously monitor indoor noise for several days. Despite the limitations of the used hardware platform, the presented node is a promising low-cost and low-power solution for indoor ambient noise monitoring. MDPI 2018-07-19 /pmc/articles/PMC6068900/ /pubmed/30029558 http://dx.doi.org/10.3390/s18072351 Text en © 2018 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
Risojević, Vladimir
Rozman, Robert
Pilipović, Ratko
Češnovar, Rok
Bulić, Patricio
Accurate Indoor Sound Level Measurement on a Low-Power and Low-Cost Wireless Sensor Node
title Accurate Indoor Sound Level Measurement on a Low-Power and Low-Cost Wireless Sensor Node
title_full Accurate Indoor Sound Level Measurement on a Low-Power and Low-Cost Wireless Sensor Node
title_fullStr Accurate Indoor Sound Level Measurement on a Low-Power and Low-Cost Wireless Sensor Node
title_full_unstemmed Accurate Indoor Sound Level Measurement on a Low-Power and Low-Cost Wireless Sensor Node
title_short Accurate Indoor Sound Level Measurement on a Low-Power and Low-Cost Wireless Sensor Node
title_sort accurate indoor sound level measurement on a low-power and low-cost wireless sensor node
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6068900/
https://www.ncbi.nlm.nih.gov/pubmed/30029558
http://dx.doi.org/10.3390/s18072351
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