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A panoramic continuous compressive beamformer with cuboid microphone arrays.

Yang Yang1, Zhigang Chu2, Yong-Xin Yang3

  • 1Faculty of Vehicle Engineering, Chongqing Industry Polytechnic College, Chongqing, 401120, China.

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Summary

This study introduces a panoramic compressive beamformer for accurate acoustic source localization. The new method overcomes limitations of previous techniques, enabling precise direction-of-arrival estimation and source strength quantification.

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Area of Science:

  • Acoustics
  • Signal Processing
  • Array Signal Processing

Background:

  • Conventional grid-based compressive beamformers face basis mismatch issues, degrading performance when sources are not on the grid.
  • Existing continuous compressive beamformers with linear or planar arrays are limited to local source regions.

Purpose of the Study:

  • To develop a panoramic continuous compressive beamformer for accurate acoustic source direction-of-arrival (DOA) estimation and strength quantification.
  • To overcome the limitations of grid-based and local-region continuous beamformers.

Main Methods:

  • Utilized cuboid microphone arrays with atomic norm minimization (ANM) and a matrix pencil and paring method.
  • Developed an alternating direction method of multipliers algorithm for efficient positive semidefinite programming.
  • Implemented an iterative reweighted ANM to improve sparsity and resolution.

Main Results:

  • The proposed beamformer accurately estimates DOAs and quantifies acoustic source strengths panoramically.
  • The method is effective with both standard uniform and sparse cuboid microphone arrays.
  • Overcame the basis mismatch conundrum and local region limitations of prior methods.

Conclusions:

  • The developed panoramic continuous compressive beamformer offers a robust solution for wide-area acoustic source analysis.
  • This technique enhances the accuracy and applicability of compressive beamforming in complex acoustic environments.