Characterization of Noise Level Inside a Vehicle under Different Conditions

Vehicular acoustic noise evaluations are a concern of researchers due to health and comfort effects on humans and are fundamental for anyone interested in mitigating audio noise. This paper focuses on the evaluation of the noise level inside a vehicle by using statistical tools. First, an experiment...

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Main Authors: Daniel Flor, Danilo Pena, Luan Pena, Vicente A. de Sousa, Allan Martins
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/9/2471
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spelling doaj-846cf6d3e1064a97bba73433a203ecd72020-11-25T02:33:28ZengMDPI AGSensors1424-82202020-04-01202471247110.3390/s20092471Characterization of Noise Level Inside a Vehicle under Different ConditionsDaniel Flor0Danilo Pena1Luan Pena2Vicente A. de Sousa3Allan Martins4Department of Communications Engineering, Federal University of Rio Grande do Norte, Natal 59078-970, BrazilDepartment of Electrical Engineering, Federal University of Rio Grande do Norte, Natal 59078-970, BrazilDepartment of Electrical Engineering, Federal University of Rio Grande do Norte, Natal 59078-970, BrazilDepartment of Communications Engineering, Federal University of Rio Grande do Norte, Natal 59078-970, BrazilDepartment of Electrical Engineering, Federal University of Rio Grande do Norte, Natal 59078-970, BrazilVehicular acoustic noise evaluations are a concern of researchers due to health and comfort effects on humans and are fundamental for anyone interested in mitigating audio noise. This paper focuses on the evaluation of the noise level inside a vehicle by using statistical tools. First, an experimental setup was developed with microphones and a microcomputer located strategically on the car’s panel, and measurements were carried out with different conditions such as car window position, rain, traffic, and car speed. Regression analysis was performed to evaluate the similarity of the noise level from those conditions. Thus, we were able to discuss the relevance of the variables that contribute to the noise level inside a car. Finally, our results revealed that the car speed is strongly correlated to interior noise levels, suggesting the most relevant noise sources are in the vehicle itself.https://www.mdpi.com/1424-8220/20/9/2471noise sourcesregression analysiscontribution analysisvehicle interior noise
collection DOAJ
language English
format Article
sources DOAJ
author Daniel Flor
Danilo Pena
Luan Pena
Vicente A. de Sousa
Allan Martins
spellingShingle Daniel Flor
Danilo Pena
Luan Pena
Vicente A. de Sousa
Allan Martins
Characterization of Noise Level Inside a Vehicle under Different Conditions
Sensors
noise sources
regression analysis
contribution analysis
vehicle interior noise
author_facet Daniel Flor
Danilo Pena
Luan Pena
Vicente A. de Sousa
Allan Martins
author_sort Daniel Flor
title Characterization of Noise Level Inside a Vehicle under Different Conditions
title_short Characterization of Noise Level Inside a Vehicle under Different Conditions
title_full Characterization of Noise Level Inside a Vehicle under Different Conditions
title_fullStr Characterization of Noise Level Inside a Vehicle under Different Conditions
title_full_unstemmed Characterization of Noise Level Inside a Vehicle under Different Conditions
title_sort characterization of noise level inside a vehicle under different conditions
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2020-04-01
description Vehicular acoustic noise evaluations are a concern of researchers due to health and comfort effects on humans and are fundamental for anyone interested in mitigating audio noise. This paper focuses on the evaluation of the noise level inside a vehicle by using statistical tools. First, an experimental setup was developed with microphones and a microcomputer located strategically on the car’s panel, and measurements were carried out with different conditions such as car window position, rain, traffic, and car speed. Regression analysis was performed to evaluate the similarity of the noise level from those conditions. Thus, we were able to discuss the relevance of the variables that contribute to the noise level inside a car. Finally, our results revealed that the car speed is strongly correlated to interior noise levels, suggesting the most relevant noise sources are in the vehicle itself.
topic noise sources
regression analysis
contribution analysis
vehicle interior noise
url https://www.mdpi.com/1424-8220/20/9/2471
work_keys_str_mv AT danielflor characterizationofnoiselevelinsideavehicleunderdifferentconditions
AT danilopena characterizationofnoiselevelinsideavehicleunderdifferentconditions
AT luanpena characterizationofnoiselevelinsideavehicleunderdifferentconditions
AT vicenteadesousa characterizationofnoiselevelinsideavehicleunderdifferentconditions
AT allanmartins characterizationofnoiselevelinsideavehicleunderdifferentconditions
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