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A Distributed Sensor Network for Monitoring Noise Level and Noise Sources in Urban Environments

Authors :
Kuhnlenz Stephanie
Gotze Marco
ClauB Tobias
Grafe Robert
Lukashevich Hanna
Kuhn Christian
AbeBer Jakob
Source :
FiCloud
Publication Year :
2018
Publisher :
IEEE, 2018.

Abstract

Smart city applications for acoustic monitoring become essential to cope with the overall increasing noise pollution in urban environments. This paper gives an overview over a distributed sensor network for noise monitoring in the German city of Jena. Several acoustic sensor units allow for classifying among various acoustic scenes and events using Convolutional Neural Networks (CNN) and measuring different noise level parameters. Connected by a communication system based on MQTT (Message Queue Telemetry Transport), these sensors communicate measurement data to a central server for data postprocessing and storage. Finally, a web-based application allows for various real-time visualizations of noise exposure distributed over the city.

Details

Database :
OpenAIRE
Journal :
2018 IEEE 6th International Conference on Future Internet of Things and Cloud (FiCloud)
Accession number :
edsair.doi...........0c4fb85a91044f968ee6671252bd42f9
Full Text :
https://doi.org/10.1109/ficloud.2018.00053