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Spatio-Temporal Analysis of Urban Acoustic Environments with Binaural Psycho-Acoustical Considerations for IoT-Based Applications

Authors :
Juan J. Pérez-Solano
Jose Montoya-Belmonte
Jaume Segura-Garcia
Juan Miguel Navarro-Ruiz
Maximo Cobos
Ana M Torres-Aranda
Santiago Felici-Castell
Source :
Sensors; Volume 18; Issue 3; Pages: 690, Sensors, Vol 18, Iss 3, p 690 (2018), RIUCAM. Repositorio Institucional de la Universidad Católica San Antonio de Murcia, instname, Sensors (Basel, Switzerland)
Publication Year :
2018
Publisher :
Multidisciplinary Digital Publishing Institute, 2018.

Abstract

Sound pleasantness or annoyance perceived in urban soundscapes is a major concern in environmental acoustics. Binaural psychoacoustic parameters are helpful to describe generic acoustic environments, as it is stated within the ISO 12913 framework. In this paper, the application of a Wireless Acoustic Sensor Network (WASN) to evaluate the spatial distribution and the evolution of urban acoustic environments is described. Two experiments are presented using an indoor and an outdoor deployment of a WASN with several nodes using an Internet of Things (IoT) environment to collect audio data and calculate meaningful parameters such as the sound pressure level, binaural loudness and binaural sharpness. A chunk of audio is recorded in each node periodically with a microphone array and the binaural rendering is conducted by exploiting the estimated directional characteristics of the incoming sound by means of DOA estimation. Each node computes the parameters in a different location and sends the values to a cloud-based broker structure that allows spatial statistical analysis through Kriging techniques. A cross-validation analysis is also performed to confirm the usefulness of the proposed system. Ingeniería, Industria y Construcción

Details

Language :
English
ISSN :
14248220
Database :
OpenAIRE
Journal :
Sensors; Volume 18; Issue 3; Pages: 690
Accession number :
edsair.doi.dedup.....35b2641836a6f88c96a697234dd55677
Full Text :
https://doi.org/10.3390/s18030690