Real-time aircraft noise likeness detector

Asensio Rivera, César and Ruiz González, Mariano and Recuero López, Manuel (2010). Real-time aircraft noise likeness detector. "Applied Acoustics", v. 71 (n. 6); pp. 539-545. ISSN 0003-682X. https://doi.org/10.1016/j.apacoust.2009.12.005.

Description

Title: Real-time aircraft noise likeness detector
Author/s:
  • Asensio Rivera, César
  • Ruiz González, Mariano
  • Recuero López, Manuel
Item Type: Article
Título de Revista/Publicación: Applied Acoustics
Date: June 2010
ISSN: 0003-682X
Volume: 71
Subjects:
Freetext Keywords: Aircraft noise; Monitoring; Pattern recognition; One-class classification; Detection
Faculty: E.U.I.T. Telecomunicación (UPM)
Department: Sistemas Electrónicos y de Control [hasta 2014]
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

One of the most difficult tasks involved in the process of noise monitoring near airports is related to the automatic detection and classification of aircraft noise events. These tasks can be solved by applying pattern recognition techniques to the audio signal captured by a microphone. But now the problem is caused by the background noise, which is present in real environments. This paper proposes a real-time method for continuously tracking the similarity of the input sound and the aircraft’s sounds. Using these facilities, the monitoring unit will be able to mark aircraft events, or to make measurements only when aircraft sound is louder than background noise. A one-class approach has been applied to this detection-by-classification method. Using the default setup, 93% of the aircraft’s events which held an SNR of 6–8 dB were detected, for 30 different locations with diverse soundscapes.

More information

Item ID: 7652
DC Identifier: http://oa.upm.es/7652/
OAI Identifier: oai:oa.upm.es:7652
DOI: 10.1016/j.apacoust.2009.12.005
Official URL: http://www.sciencedirect.com/
Deposited by: Memoria Investigacion
Deposited on: 04 Jul 2011 09:07
Last Modified: 20 Apr 2016 16:44
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