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

 
: Abeßer, Jakob; Götze, Marco; Kühnlenz, Stephanie; Gräfe, Robert; Kühn, Christian; Clauß, Tobias; Lukashevich, Hanna

:

Younas, M. ; Institute of Electrical and Electronics Engineers -IEEE-:
IEEE 6th International Conference on Future Internet of Things and Cloud, FiCloud 2018. Proceedings : 6-8 August 2018, Barcelona, Spain
Piscataway, NJ: IEEE, 2018
ISBN: 978-1-5386-7503-8
ISBN: 978-1-5386-7504-5
pp.318-324
International Conference on Future Internet of Things and Cloud (FiCloud) <6, 2018, Barcelona>
English
Conference Paper
Fraunhofer IDMT ()
Stadtlärm; acoustic measurement; acoustic scene classification; event detection; monitoring; noise level; noise level measurement; noise measurement; Sensor Network; Server; Smart City; urban area

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.

: http://publica.fraunhofer.de/documents/N-534552.html