Virtualized Microphone Array for Moving Sources Mapping

The acoustic analysis of a moving object, such as in pass-by or fly-over tests, is a very important and demanding issue. These types of analyses make it possible to characterize the machine in quite realistic conditions, but the typical difficulties related to source localization and characterizatio...

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Main Authors: Francesca Sopranzetti, Alessia Caputo, Paolo Castellini
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Sensors
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Online Access:https://www.mdpi.com/1424-8220/25/2/362
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author Francesca Sopranzetti
Alessia Caputo
Paolo Castellini
author_facet Francesca Sopranzetti
Alessia Caputo
Paolo Castellini
author_sort Francesca Sopranzetti
collection DOAJ
description The acoustic analysis of a moving object, such as in pass-by or fly-over tests, is a very important and demanding issue. These types of analyses make it possible to characterize the machine in quite realistic conditions, but the typical difficulties related to source localization and characterization are usually exacerbated by the need to take into consideration and to compensate for the object movement. In this paper, a technique based on acoustic beamforming is proposed, which is applicable to all those cases where the object under investigation is moving. In the proposed technique, the object’s movement is not regarded as a problem but as a resource, enabling a virtual increase in the number of microphone acquisitions. For a stationary acoustic emission from a moving object, each time segment of the acquired signal is treated as if it is coming from a microphone (virtual) positioned differently relative to the object’s reference system. This paper describes the technique and presents examples of results obtained from both simulated and real signals. Performance analysis is conducted and discussed in detail.
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institution Kabale University
issn 1424-8220
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series Sensors
spelling doaj-art-29dd0465e45e4419bef65ce21ca7c32d2025-01-24T13:48:39ZengMDPI AGSensors1424-82202025-01-0125236210.3390/s25020362Virtualized Microphone Array for Moving Sources MappingFrancesca Sopranzetti0Alessia Caputo1Paolo Castellini2Department of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, 60131 Ancona, ItalyDepartment of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, 60131 Ancona, ItalyDepartment of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, 60131 Ancona, ItalyThe acoustic analysis of a moving object, such as in pass-by or fly-over tests, is a very important and demanding issue. These types of analyses make it possible to characterize the machine in quite realistic conditions, but the typical difficulties related to source localization and characterization are usually exacerbated by the need to take into consideration and to compensate for the object movement. In this paper, a technique based on acoustic beamforming is proposed, which is applicable to all those cases where the object under investigation is moving. In the proposed technique, the object’s movement is not regarded as a problem but as a resource, enabling a virtual increase in the number of microphone acquisitions. For a stationary acoustic emission from a moving object, each time segment of the acquired signal is treated as if it is coming from a microphone (virtual) positioned differently relative to the object’s reference system. This paper describes the technique and presents examples of results obtained from both simulated and real signals. Performance analysis is conducted and discussed in detail.https://www.mdpi.com/1424-8220/25/2/362virtualized arraybeamformingresolutionmoving source
spellingShingle Francesca Sopranzetti
Alessia Caputo
Paolo Castellini
Virtualized Microphone Array for Moving Sources Mapping
Sensors
virtualized array
beamforming
resolution
moving source
title Virtualized Microphone Array for Moving Sources Mapping
title_full Virtualized Microphone Array for Moving Sources Mapping
title_fullStr Virtualized Microphone Array for Moving Sources Mapping
title_full_unstemmed Virtualized Microphone Array for Moving Sources Mapping
title_short Virtualized Microphone Array for Moving Sources Mapping
title_sort virtualized microphone array for moving sources mapping
topic virtualized array
beamforming
resolution
moving source
url https://www.mdpi.com/1424-8220/25/2/362
work_keys_str_mv AT francescasopranzetti virtualizedmicrophonearrayformovingsourcesmapping
AT alessiacaputo virtualizedmicrophonearrayformovingsourcesmapping
AT paolocastellini virtualizedmicrophonearrayformovingsourcesmapping