Design and Performance Analysis of Sound Source Localization using Time Difference of Arrival Estimation

Sound source localization (SSL) is a process of processing sound signals received from sound sensors and locating the sound origin. In many applications, precise localization of these sound sources is crucial. The accuracy of the localization of the sound source depends on several factors, and one o...

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Published in:Journal of Advanced Research in Applied Mechanics
Main Author: Syahira N.S.; Halim I.S.A.; Hassan S.L.M.; Abdullah W.F.H.
Format: Article
Language:English
Published: Semarak Ilmu Publishing 2023
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85166658655&doi=10.37934%2faram.106.1.1426&partnerID=40&md5=4727fde2e992dbe42ff232e38c366450
id 2-s2.0-85166658655
spelling 2-s2.0-85166658655
Syahira N.S.; Halim I.S.A.; Hassan S.L.M.; Abdullah W.F.H.
Design and Performance Analysis of Sound Source Localization using Time Difference of Arrival Estimation
2023
Journal of Advanced Research in Applied Mechanics
106
1
10.37934/aram.106.1.1426
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85166658655&doi=10.37934%2faram.106.1.1426&partnerID=40&md5=4727fde2e992dbe42ff232e38c366450
Sound source localization (SSL) is a process of processing sound signals received from sound sensors and locating the sound origin. In many applications, precise localization of these sound sources is crucial. The accuracy of the localization of the sound source depends on several factors, and one of the factors is the number of sound sensors. This work aims to develop a microcontroller-based sound sensor localization system using the Time Difference of Arrival (TDOA) method, as well as to analyze SSL by comparing the time difference received by two and three sound sensors with respect to the distance of sound, and to compare the angle accuracy of the sound localization through TDOA with the real sound location. A few experimental tests were conducted using a constant sound of 90db and a frequency range of sound of 50Hz to 10kHz. The mean error (inaccuracy) of the experimental test of the angle acquired within 5cm of the source is 34.66°, while the angle obtained within 10cm of the source is 34.29°. The difference in angle inaccuracy between two and three sensors has a reduction of 27.64%. By adding more sound sensors, angle accuracy can be increased through the TDOA method. © 2023, Semarak Ilmu Publishing. All rights reserved.
Semarak Ilmu Publishing
22897895
English
Article
All Open Access; Gold Open Access
author Syahira N.S.; Halim I.S.A.; Hassan S.L.M.; Abdullah W.F.H.
spellingShingle Syahira N.S.; Halim I.S.A.; Hassan S.L.M.; Abdullah W.F.H.
Design and Performance Analysis of Sound Source Localization using Time Difference of Arrival Estimation
author_facet Syahira N.S.; Halim I.S.A.; Hassan S.L.M.; Abdullah W.F.H.
author_sort Syahira N.S.; Halim I.S.A.; Hassan S.L.M.; Abdullah W.F.H.
title Design and Performance Analysis of Sound Source Localization using Time Difference of Arrival Estimation
title_short Design and Performance Analysis of Sound Source Localization using Time Difference of Arrival Estimation
title_full Design and Performance Analysis of Sound Source Localization using Time Difference of Arrival Estimation
title_fullStr Design and Performance Analysis of Sound Source Localization using Time Difference of Arrival Estimation
title_full_unstemmed Design and Performance Analysis of Sound Source Localization using Time Difference of Arrival Estimation
title_sort Design and Performance Analysis of Sound Source Localization using Time Difference of Arrival Estimation
publishDate 2023
container_title Journal of Advanced Research in Applied Mechanics
container_volume 106
container_issue 1
doi_str_mv 10.37934/aram.106.1.1426
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85166658655&doi=10.37934%2faram.106.1.1426&partnerID=40&md5=4727fde2e992dbe42ff232e38c366450
description Sound source localization (SSL) is a process of processing sound signals received from sound sensors and locating the sound origin. In many applications, precise localization of these sound sources is crucial. The accuracy of the localization of the sound source depends on several factors, and one of the factors is the number of sound sensors. This work aims to develop a microcontroller-based sound sensor localization system using the Time Difference of Arrival (TDOA) method, as well as to analyze SSL by comparing the time difference received by two and three sound sensors with respect to the distance of sound, and to compare the angle accuracy of the sound localization through TDOA with the real sound location. A few experimental tests were conducted using a constant sound of 90db and a frequency range of sound of 50Hz to 10kHz. The mean error (inaccuracy) of the experimental test of the angle acquired within 5cm of the source is 34.66°, while the angle obtained within 10cm of the source is 34.29°. The difference in angle inaccuracy between two and three sensors has a reduction of 27.64%. By adding more sound sensors, angle accuracy can be increased through the TDOA method. © 2023, Semarak Ilmu Publishing. All rights reserved.
publisher Semarak Ilmu Publishing
issn 22897895
language English
format Article
accesstype All Open Access; Gold Open Access
record_format scopus
collection Scopus
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