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A flexible high directivity beamformer with spherical microphone arrays
Gongping Huang1, Jingdong Chen1, Jacob Benesty2
1Center of Intelligent Acoustics and Immersive Communications, Northwestern Polytechnical University, 127 Youyi West Road, Xi'an 710072, China.
This study introduces a flexible high directivity (HD) beamforming algorithm for spherical microphone arrays. The new method enhances white noise gain (WNG) and offers tunable directivity factors (DF) for improved acoustic signal processing.
Area of Science:
- Acoustics
- Signal Processing
- Array Signal Processing
Background:
- Maximum directivity (MD) beamformers using spherical microphone arrays excel at processing broadband acoustic and speech signals.
- However, MD beamformers are sensitive to sensor self-noise and mismatches, often addressed by increasing microphone count, which introduces design challenges.
- Increasing microphone numbers improves white noise gain (WNG) but can negatively impact cost, array aperture, and overall performance.
Purpose of the Study:
- To address the sensitivity of MD beamformers to sensor noise and mismatches.
- To present a flexible high directivity (HD) beamforming algorithm that improves WNG and offers a tunable directivity factor (DF).
- To establish analytical links between DF, WNG, and a tuning parameter for optimal beamformer configuration.
Main Methods:
- Approximating ideal directivity patterns and beamformer beampatterns using spherical harmonic series.
- Deriving the relationship between directivity patterns and beampatterns to formulate the HD beamformer.
- Establishing analytical relationships between the directivity factor (DF), white noise gain (WNG), and a tuning parameter.
Main Results:
- A flexible HD beamforming algorithm is presented, improving WNG while achieving a DF between Nth-order and (N-1)th-order MD beamformers.
- Analytical links between DF, WNG, and a tuning parameter are derived.
- The optimal tuning parameter can be determined based on specified DF or WNG values.
Conclusions:
- The proposed flexible HD beamformer offers a robust solution to the sensitivity issues of MD beamformers.
- The algorithm provides a tunable trade-off between directivity and noise suppression.
- The derived analytical links facilitate straightforward optimization of the beamformer's performance parameters.
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