Joint Optimization of Microphone Array Geometry and Region-of-Interest Beamforming with Sparse Circular Sector Arrays

This paper focuses on two key aspects: region-of-interest beamforming and optimal sparse circular sector array design. The aim is to address the problem of the unknown direction of arrival within a given region of interest while optimizing the array geometry layout and beamformer taps. This is done while meeting the maximum broadband array directivity criterion. To ensure that the desired signal is not distorted, we apply appropriate optimization constraints while maintaining a sufficiently high white noise gain. Our proposed approach outperforms a recently suggested approach in terms of the directivity factor, especially when the direction of arrival of the desired source significantly deviates from its nominal value.

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Publication Details

Published
2024-09-09
DOI
https://doi.org/10.1109/iwaenc61483.2024.10694616
Citations
2
Primary Topic
Speech and Audio Processing
Type
article
Field-Weighted Citation Impact
0.70

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article

Joint Optimization of Microphone Array Geometry and Region-of-Interest Beamforming with Sparse Circular Sector Arrays

Simon Doclo, Gal Itzhak, Israel Cohen
2 citations
Speech and Audio Processing
0.70
article

Joint Optimization of Microphone Array Geometry and Region-of-Interest Beamforming with Sparse Circular Sector Arrays

Simon Doclo, Gal Itzhak, Israel Cohen
article en
2 citations

Abstract

This paper focuses on two key aspects: region-of-interest beamforming and optimal sparse circular sector array design. The aim is to address the problem of the unknown direction of arrival within a given region of interest while optimizing the array geometry layout and beamformer taps. This is done while meeting the maximum broadband array directivity criterion. To ensure that the desired signal is not distorted, we apply appropriate optimization constraints while maintaining a sufficiently high white noise gain. Our proposed approach outperforms a recently suggested approach in terms of the directivity factor, especially when the direction of arrival of the desired source significantly deviates from its nominal value.

Carl von Ossietzky Universität Oldenburg (DE), Technion – Israel Institute of Technology (IL)
Israel Science Foundation
Openalex Percentile: Top 31%
Speech and Audio Processing
0.70
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