Coherence CLEAN-SC (C–CLEAN-SC) phased array processing for coherent sound source localization

Deconvolution methods are commonly used to improve the performance of phased array beamforming for sound source localization. However, for coherent sources localization, existing deconvolution methods are either highly computationally demanding or sensitive to parameters. A deconvolution method, based on modifications of Clean based on Source Coherence (CLEAN-SC), is proposed for coherent sources localization. This method is called Coherence CLEAN-SC (C–CLEAN-SC). C–CLEAN-SC is able to locate coherent and incoherent sources in simulation and experimental cases. It has a high computational efficiency and does not require pre-set parameters.

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Publication Details

Journal
Chinese Journal of Aeronautics
Published
2025-03-22
DOI
https://doi.org/10.1016/j.cja.2025.103500
Citations
2
Primary Topic
Speech and Audio Processing
Type
article
Field-Weighted Citation Impact
2.97

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article

Coherence CLEAN-SC (C–CLEAN-SC) phased array processing for coherent sound source localization

Ce Zhang, Wei Ma
2 citations
Chinese Journal of Aeronautics
Speech and Audio Processing
2.97
article

Coherence CLEAN-SC (C–CLEAN-SC) phased array processing for coherent sound source localization

Ce Zhang, Wei Ma
article en
2 citations

Abstract

Deconvolution methods are commonly used to improve the performance of phased array beamforming for sound source localization. However, for coherent sources localization, existing deconvolution methods are either highly computationally demanding or sensitive to parameters. A deconvolution method, based on modifications of Clean based on Source Coherence (CLEAN-SC), is proposed for coherent sources localization. This method is called Coherence CLEAN-SC (C–CLEAN-SC). C–CLEAN-SC is able to locate coherent and incoherent sources in simulation and experimental cases. It has a high computational efficiency and does not require pre-set parameters.

Chinese Journal of AeronauticsVol. 38(7)
Shanghai Jiao Tong University (CN)
National Major Science and Technology Projects of China
Industry, innovation and infrastructure
Openalex Percentile: Top 11%
Speech and Audio Processing
2.97
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