Using Global Optimization Methods for Acoustic Source Localization

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientific

19 Downloads (Pure)

Abstract

Conventional beamforming is a common method to localize sound sources with a microphone array. The method, which is based on the delay-and-sum beamforming, provides an estimate value for the source strength at a given spatial position. It suffers from low spatial resolution at low frequencies, high side lobe levels and requires the user to initialize a two dimensional scan area at a certain distance from the array which can trouble source identification. In this work we use the global optimization method Differential Evolution to efficiently search for source locations. The source locations maximizes the agreement between the modelled signal and measurement. This method also allows for inclusion of more unknowns, such as environmental parameters or a search in three dimensions. Using simulated data, results show that the acoustic source can be identified very accurately with good spatial resolution.
Original languageEnglish
Title of host publicationProceedings of the 23rd International Congress on Sound and Vibration
Subtitle of host publicationAthens, Greece
Number of pages7
Publication statusPublished - 2016
Event23rd International Congress of Sound and Vibration - Athenaeum Intercontinental hotel, Athens, Greece
Duration: 10 Jul 201614 Jul 2016
Conference number: 23
http://www.icsv23.org/index.php?va=viewpage&vaid=366

Conference

Conference23rd International Congress of Sound and Vibration
Abbreviated titleICSV23
CountryGreece
CityAthens
Period10/07/1614/07/16
Internet address

Fingerprint Dive into the research topics of 'Using Global Optimization Methods for Acoustic Source Localization'. Together they form a unique fingerprint.

Cite this