Beamforming for measurements under disturbed propagation conditions using numerically calculated Green’s functions

Beamforming methods for sound source localization are usually based on free-field Green’s functions to model the sound propagation between source and microphones. This assumption is known to be incorrect for many industrial applications and the beamforming results can suffer from this inconsistency...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of sound and vibration 2022-03, Vol.520, p.116638, Article 116638
Hauptverfasser: Lehmann, Marius, Ernst, Daniel, Schneider, Marc, Spehr, Carsten, Lummer, Markus
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue
container_start_page 116638
container_title Journal of sound and vibration
container_volume 520
creator Lehmann, Marius
Ernst, Daniel
Schneider, Marc
Spehr, Carsten
Lummer, Markus
description Beamforming methods for sound source localization are usually based on free-field Green’s functions to model the sound propagation between source and microphones. This assumption is known to be incorrect for many industrial applications and the beamforming results can suffer from this inconsistency regarding both, main lobe width and dynamic range. The aim of this paper is to investigate whether the use of numerically calculated Green’s functions, which include the diffraction and reflection of the sound path between source and microphones, can improve the results of beamforming measurements. The current test cases of numerical and experimental investigations consist of a source placed in a short rectangular duct. The measurements are performed outside the duct in a semi-anechoic chamber. A typical example for this kind of installation is a fan with a heat exchanger. The Green’s functions for this test case are calculated numerically using the boundary element method. These tailored Green’s functions are used to calculate the corresponding beamforming steering vectors. Beamforming measurements are performed in this paper using a loudspeaker mounted in a disc as a reference source in the heat exchanger duct. The measurements are performed both with stationary and rotating disc. The stationary measurements are evaluated in the frequency domain. For the evaluation of the rotating measurements, a new beamforming method in the time domain is presented. This method also uses the stationary Green’s functions, which were calculated numerically in the frequency domain. It is also shown how the weighting of these tailored Green’s functions can be done for time domain beamforming. By means of different validation criteria it can be shown that the results with the numerical calculated Green’s functions are improved compared to free field beamforming. This is true both in the stationary and rotating case. •Beamforming methods are usually based on free-field Green’s functions.•New rotating beamforming method using tailored Green’s functions is presented.•Method is tested for a typical installation case of a fan in a heat exchanger.•Measurements of a loudspeaker in a rotating disc are evaluated using the new method.•Different criteria show that results are improved compared to free-field method.
doi_str_mv 10.1016/j.jsv.2021.116638
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2629086938</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0022460X21006453</els_id><sourcerecordid>2629086938</sourcerecordid><originalsourceid>FETCH-LOGICAL-c368t-b5fa0cdcf75b91d412ba0b00d8193a1dc9cc353c32552c18aa3c9edac1da687a3</originalsourceid><addsrcrecordid>eNp9kE1OwzAQhS0EEqVwAHaRWKf4p3EdsYIKChISG5DYWc54UjlqnGInlbrjGlyPk-BQ1mzmzeJ9M0-PkEtGZ4wyed3MmribccrZjDEphToiE0bLIleFVMdkQinn-VzS91NyFmNDKS3nYj4h_R2atu5C6_w6S5q1aOIQsEXfx2zwFkNmXeyHUKHNtqHbmrXpXecz6Lx145ZscaT90GJwYDabfZYmDBvTJ2YVEP3351fM6sHDL3BOTmqziXjxp1Py9nD_unzMn19WT8vb5xyEVH1eFbWhYKFeFFXJ7JzxytCKUqtYKQyzUAKIQoDgRcGBKWMElGgNMGukWhgxJVeHuyn3x4Cx1003BJ9eai55SZUshUoudnBB6GIMWOttcK0Je82oHsvVjU7l6rFcfSg3MTcHBlP8ncOgIzj0gNYFhF7bzv1D_wDmVIcq</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2629086938</pqid></control><display><type>article</type><title>Beamforming for measurements under disturbed propagation conditions using numerically calculated Green’s functions</title><source>Elsevier ScienceDirect Journals Complete</source><creator>Lehmann, Marius ; Ernst, Daniel ; Schneider, Marc ; Spehr, Carsten ; Lummer, Markus</creator><creatorcontrib>Lehmann, Marius ; Ernst, Daniel ; Schneider, Marc ; Spehr, Carsten ; Lummer, Markus</creatorcontrib><description>Beamforming methods for sound source localization are usually based on free-field Green’s functions to model the sound propagation between source and microphones. This assumption is known to be incorrect for many industrial applications and the beamforming results can suffer from this inconsistency regarding both, main lobe width and dynamic range. The aim of this paper is to investigate whether the use of numerically calculated Green’s functions, which include the diffraction and reflection of the sound path between source and microphones, can improve the results of beamforming measurements. The current test cases of numerical and experimental investigations consist of a source placed in a short rectangular duct. The measurements are performed outside the duct in a semi-anechoic chamber. A typical example for this kind of installation is a fan with a heat exchanger. The Green’s functions for this test case are calculated numerically using the boundary element method. These tailored Green’s functions are used to calculate the corresponding beamforming steering vectors. Beamforming measurements are performed in this paper using a loudspeaker mounted in a disc as a reference source in the heat exchanger duct. The measurements are performed both with stationary and rotating disc. The stationary measurements are evaluated in the frequency domain. For the evaluation of the rotating measurements, a new beamforming method in the time domain is presented. This method also uses the stationary Green’s functions, which were calculated numerically in the frequency domain. It is also shown how the weighting of these tailored Green’s functions can be done for time domain beamforming. By means of different validation criteria it can be shown that the results with the numerical calculated Green’s functions are improved compared to free field beamforming. This is true both in the stationary and rotating case. •Beamforming methods are usually based on free-field Green’s functions.•New rotating beamforming method using tailored Green’s functions is presented.•Method is tested for a typical installation case of a fan in a heat exchanger.•Measurements of a loudspeaker in a rotating disc are evaluated using the new method.•Different criteria show that results are improved compared to free-field method.</description><identifier>ISSN: 0022-460X</identifier><identifier>EISSN: 1095-8568</identifier><identifier>DOI: 10.1016/j.jsv.2021.116638</identifier><language>eng</language><publisher>Amsterdam: Elsevier Ltd</publisher><subject>Anechoic chambers ; Beamforming ; Boundary element method ; Disturbed sound propagation ; Evaluation ; Frequency domain analysis ; Green's functions ; Heat exchangers ; Industrial applications ; Loudspeakers ; Mathematical analysis ; Mathematical models ; Microphones ; Propagation ; Rotating disks ; Sound diffraction ; Sound localization ; Sound propagation ; Sound sources ; Steering ; Steering vector formulation ; Tailored Green’s functions ; Time domain analysis</subject><ispartof>Journal of sound and vibration, 2022-03, Vol.520, p.116638, Article 116638</ispartof><rights>2021 The Authors</rights><rights>Copyright Elsevier Science Ltd. Mar 2, 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c368t-b5fa0cdcf75b91d412ba0b00d8193a1dc9cc353c32552c18aa3c9edac1da687a3</citedby><cites>FETCH-LOGICAL-c368t-b5fa0cdcf75b91d412ba0b00d8193a1dc9cc353c32552c18aa3c9edac1da687a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0022460X21006453$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids></links><search><creatorcontrib>Lehmann, Marius</creatorcontrib><creatorcontrib>Ernst, Daniel</creatorcontrib><creatorcontrib>Schneider, Marc</creatorcontrib><creatorcontrib>Spehr, Carsten</creatorcontrib><creatorcontrib>Lummer, Markus</creatorcontrib><title>Beamforming for measurements under disturbed propagation conditions using numerically calculated Green’s functions</title><title>Journal of sound and vibration</title><description>Beamforming methods for sound source localization are usually based on free-field Green’s functions to model the sound propagation between source and microphones. This assumption is known to be incorrect for many industrial applications and the beamforming results can suffer from this inconsistency regarding both, main lobe width and dynamic range. The aim of this paper is to investigate whether the use of numerically calculated Green’s functions, which include the diffraction and reflection of the sound path between source and microphones, can improve the results of beamforming measurements. The current test cases of numerical and experimental investigations consist of a source placed in a short rectangular duct. The measurements are performed outside the duct in a semi-anechoic chamber. A typical example for this kind of installation is a fan with a heat exchanger. The Green’s functions for this test case are calculated numerically using the boundary element method. These tailored Green’s functions are used to calculate the corresponding beamforming steering vectors. Beamforming measurements are performed in this paper using a loudspeaker mounted in a disc as a reference source in the heat exchanger duct. The measurements are performed both with stationary and rotating disc. The stationary measurements are evaluated in the frequency domain. For the evaluation of the rotating measurements, a new beamforming method in the time domain is presented. This method also uses the stationary Green’s functions, which were calculated numerically in the frequency domain. It is also shown how the weighting of these tailored Green’s functions can be done for time domain beamforming. By means of different validation criteria it can be shown that the results with the numerical calculated Green’s functions are improved compared to free field beamforming. This is true both in the stationary and rotating case. •Beamforming methods are usually based on free-field Green’s functions.•New rotating beamforming method using tailored Green’s functions is presented.•Method is tested for a typical installation case of a fan in a heat exchanger.•Measurements of a loudspeaker in a rotating disc are evaluated using the new method.•Different criteria show that results are improved compared to free-field method.</description><subject>Anechoic chambers</subject><subject>Beamforming</subject><subject>Boundary element method</subject><subject>Disturbed sound propagation</subject><subject>Evaluation</subject><subject>Frequency domain analysis</subject><subject>Green's functions</subject><subject>Heat exchangers</subject><subject>Industrial applications</subject><subject>Loudspeakers</subject><subject>Mathematical analysis</subject><subject>Mathematical models</subject><subject>Microphones</subject><subject>Propagation</subject><subject>Rotating disks</subject><subject>Sound diffraction</subject><subject>Sound localization</subject><subject>Sound propagation</subject><subject>Sound sources</subject><subject>Steering</subject><subject>Steering vector formulation</subject><subject>Tailored Green’s functions</subject><subject>Time domain analysis</subject><issn>0022-460X</issn><issn>1095-8568</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kE1OwzAQhS0EEqVwAHaRWKf4p3EdsYIKChISG5DYWc54UjlqnGInlbrjGlyPk-BQ1mzmzeJ9M0-PkEtGZ4wyed3MmribccrZjDEphToiE0bLIleFVMdkQinn-VzS91NyFmNDKS3nYj4h_R2atu5C6_w6S5q1aOIQsEXfx2zwFkNmXeyHUKHNtqHbmrXpXecz6Lx145ZscaT90GJwYDabfZYmDBvTJ2YVEP3351fM6sHDL3BOTmqziXjxp1Py9nD_unzMn19WT8vb5xyEVH1eFbWhYKFeFFXJ7JzxytCKUqtYKQyzUAKIQoDgRcGBKWMElGgNMGukWhgxJVeHuyn3x4Cx1003BJ9eai55SZUshUoudnBB6GIMWOttcK0Je82oHsvVjU7l6rFcfSg3MTcHBlP8ncOgIzj0gNYFhF7bzv1D_wDmVIcq</recordid><startdate>20220303</startdate><enddate>20220303</enddate><creator>Lehmann, Marius</creator><creator>Ernst, Daniel</creator><creator>Schneider, Marc</creator><creator>Spehr, Carsten</creator><creator>Lummer, Markus</creator><general>Elsevier Ltd</general><general>Elsevier Science Ltd</general><scope>6I.</scope><scope>AAFTH</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>KR7</scope></search><sort><creationdate>20220303</creationdate><title>Beamforming for measurements under disturbed propagation conditions using numerically calculated Green’s functions</title><author>Lehmann, Marius ; Ernst, Daniel ; Schneider, Marc ; Spehr, Carsten ; Lummer, Markus</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c368t-b5fa0cdcf75b91d412ba0b00d8193a1dc9cc353c32552c18aa3c9edac1da687a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Anechoic chambers</topic><topic>Beamforming</topic><topic>Boundary element method</topic><topic>Disturbed sound propagation</topic><topic>Evaluation</topic><topic>Frequency domain analysis</topic><topic>Green's functions</topic><topic>Heat exchangers</topic><topic>Industrial applications</topic><topic>Loudspeakers</topic><topic>Mathematical analysis</topic><topic>Mathematical models</topic><topic>Microphones</topic><topic>Propagation</topic><topic>Rotating disks</topic><topic>Sound diffraction</topic><topic>Sound localization</topic><topic>Sound propagation</topic><topic>Sound sources</topic><topic>Steering</topic><topic>Steering vector formulation</topic><topic>Tailored Green’s functions</topic><topic>Time domain analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lehmann, Marius</creatorcontrib><creatorcontrib>Ernst, Daniel</creatorcontrib><creatorcontrib>Schneider, Marc</creatorcontrib><creatorcontrib>Spehr, Carsten</creatorcontrib><creatorcontrib>Lummer, Markus</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>CrossRef</collection><collection>Mechanical &amp; Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><jtitle>Journal of sound and vibration</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lehmann, Marius</au><au>Ernst, Daniel</au><au>Schneider, Marc</au><au>Spehr, Carsten</au><au>Lummer, Markus</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Beamforming for measurements under disturbed propagation conditions using numerically calculated Green’s functions</atitle><jtitle>Journal of sound and vibration</jtitle><date>2022-03-03</date><risdate>2022</risdate><volume>520</volume><spage>116638</spage><pages>116638-</pages><artnum>116638</artnum><issn>0022-460X</issn><eissn>1095-8568</eissn><abstract>Beamforming methods for sound source localization are usually based on free-field Green’s functions to model the sound propagation between source and microphones. This assumption is known to be incorrect for many industrial applications and the beamforming results can suffer from this inconsistency regarding both, main lobe width and dynamic range. The aim of this paper is to investigate whether the use of numerically calculated Green’s functions, which include the diffraction and reflection of the sound path between source and microphones, can improve the results of beamforming measurements. The current test cases of numerical and experimental investigations consist of a source placed in a short rectangular duct. The measurements are performed outside the duct in a semi-anechoic chamber. A typical example for this kind of installation is a fan with a heat exchanger. The Green’s functions for this test case are calculated numerically using the boundary element method. These tailored Green’s functions are used to calculate the corresponding beamforming steering vectors. Beamforming measurements are performed in this paper using a loudspeaker mounted in a disc as a reference source in the heat exchanger duct. The measurements are performed both with stationary and rotating disc. The stationary measurements are evaluated in the frequency domain. For the evaluation of the rotating measurements, a new beamforming method in the time domain is presented. This method also uses the stationary Green’s functions, which were calculated numerically in the frequency domain. It is also shown how the weighting of these tailored Green’s functions can be done for time domain beamforming. By means of different validation criteria it can be shown that the results with the numerical calculated Green’s functions are improved compared to free field beamforming. This is true both in the stationary and rotating case. •Beamforming methods are usually based on free-field Green’s functions.•New rotating beamforming method using tailored Green’s functions is presented.•Method is tested for a typical installation case of a fan in a heat exchanger.•Measurements of a loudspeaker in a rotating disc are evaluated using the new method.•Different criteria show that results are improved compared to free-field method.</abstract><cop>Amsterdam</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.jsv.2021.116638</doi><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0022-460X
ispartof Journal of sound and vibration, 2022-03, Vol.520, p.116638, Article 116638
issn 0022-460X
1095-8568
language eng
recordid cdi_proquest_journals_2629086938
source Elsevier ScienceDirect Journals Complete
subjects Anechoic chambers
Beamforming
Boundary element method
Disturbed sound propagation
Evaluation
Frequency domain analysis
Green's functions
Heat exchangers
Industrial applications
Loudspeakers
Mathematical analysis
Mathematical models
Microphones
Propagation
Rotating disks
Sound diffraction
Sound localization
Sound propagation
Sound sources
Steering
Steering vector formulation
Tailored Green’s functions
Time domain analysis
title Beamforming for measurements under disturbed propagation conditions using numerically calculated Green’s functions
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-11T19%3A14%3A32IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Beamforming%20for%20measurements%20under%20disturbed%20propagation%20conditions%20using%20numerically%20calculated%20Green%E2%80%99s%20functions&rft.jtitle=Journal%20of%20sound%20and%20vibration&rft.au=Lehmann,%20Marius&rft.date=2022-03-03&rft.volume=520&rft.spage=116638&rft.pages=116638-&rft.artnum=116638&rft.issn=0022-460X&rft.eissn=1095-8568&rft_id=info:doi/10.1016/j.jsv.2021.116638&rft_dat=%3Cproquest_cross%3E2629086938%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2629086938&rft_id=info:pmid/&rft_els_id=S0022460X21006453&rfr_iscdi=true