A case study on monitoring and geolocation of noise in urban environments using the internet of things

Jairo Alejandro Gomez, Jesus Talavera, Luis Eduardo Tobon, Maria Alejandra Culman, Luis A. Quiroz, Juan Manuel Aranda, Luis Ernesto Garreta

Producción: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

2 Citas (Scopus)

Resumen

This paper presents the development of a system to monitor and georeference noise in urban environments using the Internet-offerings (IoT). the system intends to help control agencies and citizens to monitor noise using smart devices and services available on the Cloud for data sharing. the system includes a mobile application that periodically captures the microphone's audio signal during a configurable time window, obtains the mobile's global position after each measurement using the built-in GPS, and assigns a timestamp from the operating system. then, a Fast Fourier Transform is applied to recorded audio and the power spectrum in decibels is extracted. the resulting vector is sampled at specific frequencies to create a vector of audio features that can be used to assess noise pollution completely offline. If an Internet connection is available, a telemetry message is assembled and sent to an IoT Hub in Microsoft. Azure Cloud containing a unique ID, a position stamp, a time stamp, and all audio features. the message is transferred to a Stream Analytics service, and from there it is sent to a Cloud SQL Database for permanent storage. the historical information collected and shared by different users can be examined online by any individual through a customized report developed in Microsoft Power BI.

Idioma originalInglés
Título de la publicación alojadaProceedings of the 2nd International Conference on Internet of Things and Cloud Computing, ICC 2017
EditoresHani Hamdan, Djallel Eddine Boubiche, Faouzi Hidoussi
EditorialAssociation for Computing Machinery
ISBN (versión digital)9781450347747
DOI
EstadoPublicada - 22 mar. 2017
Evento2nd International Conference on Internet of Things and Cloud Computing, ICC 2017 - Cambridge, Reino Unido
Duración: 22 mar. 201723 mar. 2017

Serie de la publicación

NombreACM International Conference Proceeding Series

Conferencia

Conferencia2nd International Conference on Internet of Things and Cloud Computing, ICC 2017
País/TerritorioReino Unido
CiudadCambridge
Período22/03/1723/03/17

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