Search space reduction for localization and tracking of an acoustic source

Detalhes bibliográficos
Autor(a) principal: Rodríguez, Orlando
Data de Publicação: 2023
Outros Autores: Zhang, Lilun, Cheng, Xinghua
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.1/20020
Resumo: Experimental data from the SACLANTCEN 1993 Mediterranean Experiment are reviewed to assess the reduction of the search space for the localization and tracking of an acoustic source in a three-dimensional environment. Key to this goal is the availability of an initial estimate of source range and depth (called the 2D initial guess); an ambiguous estimate of source bearing can be obtained from the 2D initial guess through Environmental Signal Processing, and the ambiguity can be removed by searching for the source only in the range/bearing regions where bearing estimates are higher. This search provides a new estimate of source range and a single bearing, which together with the estimate for source depth constitute the center of the reduced search space for source localization and tracking. The suggested approach is tested on experimental data from the SACLANTCEN experiment considering different frequencies, as well as a stationary and a moving source.
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spelling Search space reduction for localization and tracking of an acoustic sourceMatched field processingNormal mode modelsEnvironmental signal processingExperimental data from the SACLANTCEN 1993 Mediterranean Experiment are reviewed to assess the reduction of the search space for the localization and tracking of an acoustic source in a three-dimensional environment. Key to this goal is the availability of an initial estimate of source range and depth (called the 2D initial guess); an ambiguous estimate of source bearing can be obtained from the 2D initial guess through Environmental Signal Processing, and the ambiguity can be removed by searching for the source only in the range/bearing regions where bearing estimates are higher. This search provides a new estimate of source range and a single bearing, which together with the estimate for source depth constitute the center of the reduced search space for source localization and tracking. The suggested approach is tested on experimental data from the SACLANTCEN experiment considering different frequencies, as well as a stationary and a moving source.MDPISapientiaRodríguez, OrlandoZhang, LilunCheng, Xinghua2023-09-27T14:39:09Z2023-06-262023-09-27T12:36:08Z2023-06-26T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.1/20020engSignals 4 (3): 478-488 (2023)10.3390/signals40300252624-6120info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-10-04T02:00:24Zoai:sapientia.ualg.pt:10400.1/20020Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:33:15.785279Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Search space reduction for localization and tracking of an acoustic source
title Search space reduction for localization and tracking of an acoustic source
spellingShingle Search space reduction for localization and tracking of an acoustic source
Rodríguez, Orlando
Matched field processing
Normal mode models
Environmental signal processing
title_short Search space reduction for localization and tracking of an acoustic source
title_full Search space reduction for localization and tracking of an acoustic source
title_fullStr Search space reduction for localization and tracking of an acoustic source
title_full_unstemmed Search space reduction for localization and tracking of an acoustic source
title_sort Search space reduction for localization and tracking of an acoustic source
author Rodríguez, Orlando
author_facet Rodríguez, Orlando
Zhang, Lilun
Cheng, Xinghua
author_role author
author2 Zhang, Lilun
Cheng, Xinghua
author2_role author
author
dc.contributor.none.fl_str_mv Sapientia
dc.contributor.author.fl_str_mv Rodríguez, Orlando
Zhang, Lilun
Cheng, Xinghua
dc.subject.por.fl_str_mv Matched field processing
Normal mode models
Environmental signal processing
topic Matched field processing
Normal mode models
Environmental signal processing
description Experimental data from the SACLANTCEN 1993 Mediterranean Experiment are reviewed to assess the reduction of the search space for the localization and tracking of an acoustic source in a three-dimensional environment. Key to this goal is the availability of an initial estimate of source range and depth (called the 2D initial guess); an ambiguous estimate of source bearing can be obtained from the 2D initial guess through Environmental Signal Processing, and the ambiguity can be removed by searching for the source only in the range/bearing regions where bearing estimates are higher. This search provides a new estimate of source range and a single bearing, which together with the estimate for source depth constitute the center of the reduced search space for source localization and tracking. The suggested approach is tested on experimental data from the SACLANTCEN experiment considering different frequencies, as well as a stationary and a moving source.
publishDate 2023
dc.date.none.fl_str_mv 2023-09-27T14:39:09Z
2023-06-26
2023-09-27T12:36:08Z
2023-06-26T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.1/20020
url http://hdl.handle.net/10400.1/20020
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Signals 4 (3): 478-488 (2023)
10.3390/signals4030025
2624-6120
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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publisher.none.fl_str_mv MDPI
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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