Performance analysis of beamforming algorithm based on compressed sensing

Jian Sun,Pengyang Li,Jin Mao,Mingshun Yang,Ding Shao,Yunshuai Chen,Jian Li,Kai Wang

Applied Acoustics（2022）

引用 3|浏览1

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摘要

•A compressive sensing based beamforming method is proposed.•The algorithm uses the beamforming steering matrix as the compression-aware perception matrix.•Compare and analyze the recognition accuracy, recognition frequency range, and algorithm running time of F-BF, L1-BF, and OMP-BF.•Experimental verification of algorithm accuracy.

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关键词

Beamforming,Compressed sensing,Sound source recognition,Greedy algorithm,Orthogonal matching tracking

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