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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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 |
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