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Comparison of Direct Intersection and Sonogram Methods for Acoustic Indoor Localization of Persons

We discuss two methods to detect the presence and location of a person in an acoustically small-scale room and compare the performances for a simulated person in distances between 1 and 2 m. The first method is Direct Intersection, which determines a coordinate point based on the intersection of sph...

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Autores principales: Schott, Dominik Jan, Saphala, Addythia, Fischer, Georg, Xiong, Wenxin, Gabbrielli, Andrea, Bordoy, Joan, Höflinger, Fabian, Fischer, Kai, Schindelhauer, Christian, Rupitsch, Stefan Johann
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8271839/
https://www.ncbi.nlm.nih.gov/pubmed/34210020
http://dx.doi.org/10.3390/s21134465
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author Schott, Dominik Jan
Saphala, Addythia
Fischer, Georg
Xiong, Wenxin
Gabbrielli, Andrea
Bordoy, Joan
Höflinger, Fabian
Fischer, Kai
Schindelhauer, Christian
Rupitsch, Stefan Johann
author_facet Schott, Dominik Jan
Saphala, Addythia
Fischer, Georg
Xiong, Wenxin
Gabbrielli, Andrea
Bordoy, Joan
Höflinger, Fabian
Fischer, Kai
Schindelhauer, Christian
Rupitsch, Stefan Johann
author_sort Schott, Dominik Jan
collection PubMed
description We discuss two methods to detect the presence and location of a person in an acoustically small-scale room and compare the performances for a simulated person in distances between 1 and 2 m. The first method is Direct Intersection, which determines a coordinate point based on the intersection of spheroids defined by observed distances of high-intensity reverberations. The second method, Sonogram analysis, overlays all channels’ room impulse responses to generate an intensity map for the observed environment. We demonstrate that the former method has lower computational complexity that almost halves the execution time in the best observed case, but about 7 times slower in the worst case compared to the Sonogram method while using 2.4 times less memory. Both approaches yield similar mean absolute localization errors between 0.3 and 0.9 m. The Direct Intersection method performs more precise in the best case, while the Sonogram method performs more robustly.
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spelling pubmed-82718392021-07-11 Comparison of Direct Intersection and Sonogram Methods for Acoustic Indoor Localization of Persons Schott, Dominik Jan Saphala, Addythia Fischer, Georg Xiong, Wenxin Gabbrielli, Andrea Bordoy, Joan Höflinger, Fabian Fischer, Kai Schindelhauer, Christian Rupitsch, Stefan Johann Sensors (Basel) Article We discuss two methods to detect the presence and location of a person in an acoustically small-scale room and compare the performances for a simulated person in distances between 1 and 2 m. The first method is Direct Intersection, which determines a coordinate point based on the intersection of spheroids defined by observed distances of high-intensity reverberations. The second method, Sonogram analysis, overlays all channels’ room impulse responses to generate an intensity map for the observed environment. We demonstrate that the former method has lower computational complexity that almost halves the execution time in the best observed case, but about 7 times slower in the worst case compared to the Sonogram method while using 2.4 times less memory. Both approaches yield similar mean absolute localization errors between 0.3 and 0.9 m. The Direct Intersection method performs more precise in the best case, while the Sonogram method performs more robustly. MDPI 2021-06-29 /pmc/articles/PMC8271839/ /pubmed/34210020 http://dx.doi.org/10.3390/s21134465 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Schott, Dominik Jan
Saphala, Addythia
Fischer, Georg
Xiong, Wenxin
Gabbrielli, Andrea
Bordoy, Joan
Höflinger, Fabian
Fischer, Kai
Schindelhauer, Christian
Rupitsch, Stefan Johann
Comparison of Direct Intersection and Sonogram Methods for Acoustic Indoor Localization of Persons
title Comparison of Direct Intersection and Sonogram Methods for Acoustic Indoor Localization of Persons
title_full Comparison of Direct Intersection and Sonogram Methods for Acoustic Indoor Localization of Persons
title_fullStr Comparison of Direct Intersection and Sonogram Methods for Acoustic Indoor Localization of Persons
title_full_unstemmed Comparison of Direct Intersection and Sonogram Methods for Acoustic Indoor Localization of Persons
title_short Comparison of Direct Intersection and Sonogram Methods for Acoustic Indoor Localization of Persons
title_sort comparison of direct intersection and sonogram methods for acoustic indoor localization of persons
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8271839/
https://www.ncbi.nlm.nih.gov/pubmed/34210020
http://dx.doi.org/10.3390/s21134465
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